feat: evaluate openai models on missing MTEB(Medical) tasks (#71)
Browse files- results/openai__text-embedding-3-large/2/CMedQAv2-reranking.json +26 -0
- results/openai__text-embedding-3-large/2/CmedqaRetrieval.json +158 -0
- results/openai__text-embedding-3-large/2/MedicalQARetrieval.json +158 -0
- results/openai__text-embedding-3-large/2/MedrxivClusteringS2S.v2.json +34 -0
- results/openai__text-embedding-3-large/2/PublicHealthQA.json +1187 -0
- results/openai__text-embedding-3-large/2/SciFact-PL.json +158 -0
- results/openai__text-embedding-3-large/2/TRECCOVID-PL.json +158 -0
- results/openai__text-embedding-3-large/2/model_meta.json +1 -1
- results/openai__text-embedding-3-small/2/CMedQAv2-reranking.json +26 -0
- results/openai__text-embedding-3-small/2/CmedqaRetrieval.json +158 -0
- results/openai__text-embedding-3-small/2/MedicalQARetrieval.json +158 -0
- results/openai__text-embedding-3-small/2/MedrxivClusteringS2S.v2.json +34 -0
- results/openai__text-embedding-3-small/2/PublicHealthQA.json +1187 -0
- results/openai__text-embedding-3-small/2/SciFact-PL.json +158 -0
- results/openai__text-embedding-3-small/2/TRECCOVID-PL.json +158 -0
- results/openai__text-embedding-3-small/2/model_meta.json +1 -1
results/openai__text-embedding-3-large/2/CMedQAv2-reranking.json
ADDED
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{
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"dataset_revision": "23d186750531a14a0357ca22cd92d712fd512ea0",
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"task_name": "CMedQAv2-reranking",
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"mteb_version": "1.24.0",
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"scores": {
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"test": [
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{
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"map": 0.751224,
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"mrr": 0.788045,
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"nAUC_map_max": 0.532528,
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"nAUC_map_std": 0.170824,
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"nAUC_map_diff1": 0.506192,
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"nAUC_mrr_max": 0.619113,
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"nAUC_mrr_std": 0.232415,
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"nAUC_mrr_diff1": 0.582075,
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"main_score": 0.751224,
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"hf_subset": "default",
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"languages": [
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"cmn-Hans"
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]
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}
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]
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},
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"evaluation_time": 1884.4257838726044,
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"kg_co2_emissions": 0.00044117606664305007
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}
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results/openai__text-embedding-3-large/2/CmedqaRetrieval.json
ADDED
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{
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"dataset_revision": "cd540c506dae1cf9e9a59c3e06f42030d54e7301",
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"task_name": "CmedqaRetrieval",
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"mteb_version": "1.24.0",
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"scores": {
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"dev": [
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{
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"ndcg_at_20": 0.29721,
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"ndcg_at_100": 0.34303,
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"ndcg_at_1000": 0.38144,
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"map_at_1": 0.14967,
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"map_at_10": 0.22494,
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"map_at_20": 0.2325,
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"recall_at_1": 0.14967,
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| 85 |
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| 94 |
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| 116 |
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| 118 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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|
| 128 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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|
| 146 |
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| 147 |
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"nauc_mrr_at_1000_diff1": 0.470786,
|
| 148 |
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"main_score": 0.27435,
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| 149 |
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"hf_subset": "default",
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| 150 |
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"languages": [
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| 151 |
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"cmn-Hans"
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| 152 |
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]
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| 153 |
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}
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| 154 |
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]
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| 155 |
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},
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| 156 |
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"evaluation_time": 2936.1834087371826,
|
| 157 |
+
"kg_co2_emissions": 0.0005700112053268032
|
| 158 |
+
}
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results/openai__text-embedding-3-large/2/MedicalQARetrieval.json
ADDED
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|
|
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|
|
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|
|
|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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| 13 |
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| 14 |
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|
| 15 |
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|
| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 50 |
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| 66 |
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| 68 |
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| 70 |
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|
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|
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| 100 |
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| 101 |
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| 102 |
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| 103 |
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|
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| 108 |
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| 109 |
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| 112 |
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|
| 113 |
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|
| 114 |
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| 115 |
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| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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"languages": [
|
| 151 |
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"eng-Latn"
|
| 152 |
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|
| 153 |
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}
|
| 154 |
+
]
|
| 155 |
+
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|
| 156 |
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|
| 157 |
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|
| 158 |
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|
results/openai__text-embedding-3-large/2/MedrxivClusteringS2S.v2.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "35191c8c0dca72d8ff3efcd72aa802307d469663",
|
| 3 |
+
"task_name": "MedrxivClusteringS2S.v2",
|
| 4 |
+
"mteb_version": "1.24.0",
|
| 5 |
+
"scores": {
|
| 6 |
+
"test": [
|
| 7 |
+
{
|
| 8 |
+
"v_measures": {
|
| 9 |
+
"Level 0": [
|
| 10 |
+
0.340695,
|
| 11 |
+
0.345533,
|
| 12 |
+
0.339033,
|
| 13 |
+
0.349097,
|
| 14 |
+
0.348423,
|
| 15 |
+
0.328494,
|
| 16 |
+
0.347611,
|
| 17 |
+
0.338524,
|
| 18 |
+
0.345661,
|
| 19 |
+
0.351792
|
| 20 |
+
]
|
| 21 |
+
},
|
| 22 |
+
"v_measure": 0.343486,
|
| 23 |
+
"v_measure_std": 0.006541,
|
| 24 |
+
"main_score": 0.343486,
|
| 25 |
+
"hf_subset": "default",
|
| 26 |
+
"languages": [
|
| 27 |
+
"eng-Latn"
|
| 28 |
+
]
|
| 29 |
+
}
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"evaluation_time": 43.02136588096619,
|
| 33 |
+
"kg_co2_emissions": 9.90941361771497e-06
|
| 34 |
+
}
|
results/openai__text-embedding-3-large/2/PublicHealthQA.json
ADDED
|
@@ -0,0 +1,1187 @@
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
results/openai__text-embedding-3-large/2/SciFact-PL.json
ADDED
|
@@ -0,0 +1,158 @@
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| 148 |
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| 149 |
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|
| 150 |
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| 151 |
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| 152 |
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| 153 |
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|
| 154 |
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| 155 |
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| 156 |
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| 157 |
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|
| 158 |
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|
results/openai__text-embedding-3-large/2/TRECCOVID-PL.json
ADDED
|
@@ -0,0 +1,158 @@
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| 151 |
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| 152 |
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|
| 154 |
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| 155 |
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|
| 156 |
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| 158 |
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|
results/openai__text-embedding-3-large/2/model_meta.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"name": "openai/text-embedding-3-large", "revision": "2", "release_date": "2024-01-25", "languages": null, "n_parameters": null, "memory_usage": null, "max_tokens": 8191.0, "embed_dim": 3072, "license": null, "open_weights": false, "public_training_data": null, "public_training_code": null, "framework": ["API"], "reference": "https://openai.com/index/new-embedding-models-and-api-updates/", "similarity_fn_name": null, "use_instructions": false, "
|
|
|
|
| 1 |
+
{"name": "openai/text-embedding-3-large", "revision": "2", "release_date": "2024-01-25", "languages": null, "n_parameters": null, "memory_usage": null, "max_tokens": 8191.0, "embed_dim": 3072, "license": null, "open_weights": false, "public_training_data": null, "public_training_code": null, "framework": ["API"], "reference": "https://openai.com/index/new-embedding-models-and-api-updates/", "similarity_fn_name": null, "use_instructions": false, "training_datasets": null, "adapted_from": null, "superseded_by": null, "loader": "OpenAIWrapper"}
|
results/openai__text-embedding-3-small/2/CMedQAv2-reranking.json
ADDED
|
@@ -0,0 +1,26 @@
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|
| 1 |
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{
|
| 2 |
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"dataset_revision": "23d186750531a14a0357ca22cd92d712fd512ea0",
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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| 9 |
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|
| 10 |
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| 11 |
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| 12 |
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|
| 13 |
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|
| 14 |
+
"nAUC_mrr_std": 0.289637,
|
| 15 |
+
"nAUC_mrr_diff1": 0.544373,
|
| 16 |
+
"main_score": 0.645397,
|
| 17 |
+
"hf_subset": "default",
|
| 18 |
+
"languages": [
|
| 19 |
+
"cmn-Hans"
|
| 20 |
+
]
|
| 21 |
+
}
|
| 22 |
+
]
|
| 23 |
+
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|
| 24 |
+
"evaluation_time": 850.8032479286194,
|
| 25 |
+
"kg_co2_emissions": 0.00020905935197114105
|
| 26 |
+
}
|
results/openai__text-embedding-3-small/2/CmedqaRetrieval.json
ADDED
|
@@ -0,0 +1,158 @@
|
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| 1 |
+
{
|
| 2 |
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"dataset_revision": "cd540c506dae1cf9e9a59c3e06f42030d54e7301",
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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| 15 |
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| 16 |
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| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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|
| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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|
| 42 |
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| 43 |
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| 44 |
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| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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| 49 |
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|
| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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|
| 64 |
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|
| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 80 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 97 |
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| 99 |
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| 100 |
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| 101 |
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| 105 |
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| 106 |
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| 107 |
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| 113 |
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| 116 |
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|
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| 122 |
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| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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| 139 |
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| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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"languages": [
|
| 151 |
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"cmn-Hans"
|
| 152 |
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]
|
| 153 |
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|
| 154 |
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]
|
| 155 |
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|
| 156 |
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"evaluation_time": 1528.71191072464,
|
| 157 |
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|
| 158 |
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}
|
results/openai__text-embedding-3-small/2/MedicalQARetrieval.json
ADDED
|
@@ -0,0 +1,158 @@
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "ae763399273d8b20506b80cf6f6f9a31a6a2b238",
|
| 3 |
+
"task_name": "MedicalQARetrieval",
|
| 4 |
+
"mteb_version": "1.24.0",
|
| 5 |
+
"scores": {
|
| 6 |
+
"test": [
|
| 7 |
+
{
|
| 8 |
+
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|
| 9 |
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|
| 10 |
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"ndcg_at_5": 0.67925,
|
| 11 |
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"ndcg_at_10": 0.69971,
|
| 12 |
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"ndcg_at_20": 0.70998,
|
| 13 |
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"ndcg_at_100": 0.71802,
|
| 14 |
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"ndcg_at_1000": 0.72149,
|
| 15 |
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"map_at_1": 0.50732,
|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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| 22 |
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|
| 23 |
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|
| 24 |
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| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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| 43 |
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|
| 44 |
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|
| 45 |
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| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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|
| 62 |
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| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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| 73 |
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|
| 74 |
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| 75 |
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| 76 |
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|
| 77 |
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|
| 78 |
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| 85 |
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| 87 |
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| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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| 94 |
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|
| 95 |
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|
| 96 |
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| 98 |
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| 99 |
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|
| 100 |
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|
| 101 |
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| 102 |
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|
| 103 |
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|
| 104 |
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| 105 |
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| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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| 110 |
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| 111 |
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| 112 |
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|
| 113 |
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| 114 |
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|
| 115 |
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| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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| 121 |
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| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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"hf_subset": "default",
|
| 150 |
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"languages": [
|
| 151 |
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"eng-Latn"
|
| 152 |
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|
| 153 |
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}
|
| 154 |
+
]
|
| 155 |
+
},
|
| 156 |
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"evaluation_time": 42.043631076812744,
|
| 157 |
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|
| 158 |
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|
results/openai__text-embedding-3-small/2/MedrxivClusteringS2S.v2.json
ADDED
|
@@ -0,0 +1,34 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "35191c8c0dca72d8ff3efcd72aa802307d469663",
|
| 3 |
+
"task_name": "MedrxivClusteringS2S.v2",
|
| 4 |
+
"mteb_version": "1.24.0",
|
| 5 |
+
"scores": {
|
| 6 |
+
"test": [
|
| 7 |
+
{
|
| 8 |
+
"v_measures": {
|
| 9 |
+
"Level 0": [
|
| 10 |
+
0.346442,
|
| 11 |
+
0.356649,
|
| 12 |
+
0.348436,
|
| 13 |
+
0.354428,
|
| 14 |
+
0.34424,
|
| 15 |
+
0.326995,
|
| 16 |
+
0.346925,
|
| 17 |
+
0.345125,
|
| 18 |
+
0.354051,
|
| 19 |
+
0.359267
|
| 20 |
+
]
|
| 21 |
+
},
|
| 22 |
+
"v_measure": 0.348256,
|
| 23 |
+
"v_measure_std": 0.00864,
|
| 24 |
+
"main_score": 0.348256,
|
| 25 |
+
"hf_subset": "default",
|
| 26 |
+
"languages": [
|
| 27 |
+
"eng-Latn"
|
| 28 |
+
]
|
| 29 |
+
}
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"evaluation_time": 23.859488010406494,
|
| 33 |
+
"kg_co2_emissions": 1.332439004376324e-05
|
| 34 |
+
}
|
results/openai__text-embedding-3-small/2/PublicHealthQA.json
ADDED
|
@@ -0,0 +1,1187 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_revision": "main",
|
| 3 |
+
"task_name": "PublicHealthQA",
|
| 4 |
+
"mteb_version": "1.24.0",
|
| 5 |
+
"scores": {
|
| 6 |
+
"test": [
|
| 7 |
+
{
|
| 8 |
+
"ndcg_at_1": 0.54651,
|
| 9 |
+
"ndcg_at_3": 0.67649,
|
| 10 |
+
"ndcg_at_5": 0.69949,
|
| 11 |
+
"ndcg_at_10": 0.714,
|
| 12 |
+
"ndcg_at_20": 0.714,
|
| 13 |
+
"ndcg_at_100": 0.73752,
|
| 14 |
+
"ndcg_at_1000": 0.73752,
|
| 15 |
+
"map_at_1": 0.54651,
|
| 16 |
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results/openai__text-embedding-3-small/2/SciFact-PL.json
ADDED
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@@ -0,0 +1,158 @@
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|
results/openai__text-embedding-3-small/2/TRECCOVID-PL.json
ADDED
|
@@ -0,0 +1,158 @@
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|
|
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| 1 |
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|
| 2 |
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| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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| 19 |
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| 20 |
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| 21 |
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|
| 30 |
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| 32 |
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| 33 |
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|
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| 139 |
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| 140 |
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| 142 |
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| 143 |
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| 144 |
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| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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}
|
| 154 |
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|
| 155 |
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|
| 156 |
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|
| 157 |
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|
| 158 |
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}
|
results/openai__text-embedding-3-small/2/model_meta.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"name": "openai/text-embedding-3-small", "revision": "2", "release_date": "2024-01-25", "languages": null, "n_parameters": null, "memory_usage": null, "max_tokens": 8191.0, "embed_dim": 1536, "license": null, "open_weights": false, "public_training_data": null, "public_training_code": null, "framework": ["API"], "reference": "https://openai.com/index/new-embedding-models-and-api-updates/", "similarity_fn_name": "cosine", "use_instructions": false, "
|
|
|
|
| 1 |
+
{"name": "openai/text-embedding-3-small", "revision": "2", "release_date": "2024-01-25", "languages": null, "n_parameters": null, "memory_usage": null, "max_tokens": 8191.0, "embed_dim": 1536, "license": null, "open_weights": false, "public_training_data": null, "public_training_code": null, "framework": ["API"], "reference": "https://openai.com/index/new-embedding-models-and-api-updates/", "similarity_fn_name": "cosine", "use_instructions": false, "training_datasets": null, "adapted_from": null, "superseded_by": null, "loader": "OpenAIWrapper"}
|