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auniquesun
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Point-Cache

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Image Classification

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test · 2.47k rows

name stringlengths 13 21	pc_path stringlengths 63 79	category stringclasses 40 values
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test/bench_0185	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0185_10k.npy	bench
test/bench_0186	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0186_10k.npy	bench
test/bench_0175	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0175_10k.npy	bench
test/bench_0177	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0177_10k.npy	bench
test/bench_0192	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0192_10k.npy	bench
test/bench_0183	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0183_10k.npy	bench
test/bench_0179	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0179_10k.npy	bench
test/bench_0188	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0188_10k.npy	bench
test/bench_0184	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0184_10k.npy	bench
test/bench_0187	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0187_10k.npy	bench
test/bench_0190	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0190_10k.npy	bench
test/bench_0180	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0180_10k.npy	bench
test/bench_0193	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0193_10k.npy	bench
test/bench_0176	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0176_10k.npy	bench
test/bench_0174	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0174_10k.npy	bench
test/bench_0181	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0181_10k.npy	bench
test/bench_0189	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0189_10k.npy	bench
test/bench_0191	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0191_10k.npy	bench
test/bench_0178	/datasets-slow1/ModelNet40/partial_pc/bench/test/bench_0178_10k.npy	bench
test/curtain_0145	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0145_10k.npy	curtain
test/curtain_0139	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0139_10k.npy	curtain
test/curtain_0140	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0140_10k.npy	curtain
test/curtain_0148	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0148_10k.npy	curtain
test/curtain_0143	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0143_10k.npy	curtain
test/curtain_0151	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0151_10k.npy	curtain
test/curtain_0147	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0147_10k.npy	curtain
test/curtain_0149	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0149_10k.npy	curtain
test/curtain_0157	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0157_10k.npy	curtain
test/curtain_0158	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0158_10k.npy	curtain
test/curtain_0150	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0150_10k.npy	curtain
test/curtain_0154	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0154_10k.npy	curtain
test/curtain_0153	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0153_10k.npy	curtain
test/curtain_0155	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0155_10k.npy	curtain
test/curtain_0144	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0144_10k.npy	curtain
test/curtain_0152	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0152_10k.npy	curtain
test/curtain_0156	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0156_10k.npy	curtain
test/curtain_0146	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0146_10k.npy	curtain
test/curtain_0142	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0142_10k.npy	curtain
test/curtain_0141	/datasets-slow1/ModelNet40/partial_pc/curtain/test/curtain_0141_10k.npy	curtain
test/desk_0229	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0229_10k.npy	desk
test/desk_0205	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0205_10k.npy	desk
test/desk_0215	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0215_10k.npy	desk
test/desk_0239	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0239_10k.npy	desk
test/desk_0247	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0247_10k.npy	desk
test/desk_0250	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0250_10k.npy	desk
test/desk_0238	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0238_10k.npy	desk
test/desk_0203	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0203_10k.npy	desk
test/desk_0253	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0253_10k.npy	desk
test/desk_0277	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0277_10k.npy	desk
test/desk_0234	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0234_10k.npy	desk
test/desk_0264	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0264_10k.npy	desk
test/desk_0281	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0281_10k.npy	desk
test/desk_0219	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0219_10k.npy	desk
test/desk_0240	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0240_10k.npy	desk
test/desk_0211	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0211_10k.npy	desk
test/desk_0259	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0259_10k.npy	desk
test/desk_0225	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0225_10k.npy	desk
test/desk_0254	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0254_10k.npy	desk
test/desk_0231	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0231_10k.npy	desk
test/desk_0268	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0268_10k.npy	desk
test/desk_0213	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0213_10k.npy	desk
test/desk_0217	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0217_10k.npy	desk
test/desk_0208	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0208_10k.npy	desk
test/desk_0228	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0228_10k.npy	desk
test/desk_0283	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0283_10k.npy	desk
test/desk_0260	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0260_10k.npy	desk
test/desk_0276	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0276_10k.npy	desk
test/desk_0258	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0258_10k.npy	desk
test/desk_0204	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0204_10k.npy	desk
test/desk_0267	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0267_10k.npy	desk
test/desk_0207	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0207_10k.npy	desk
test/desk_0222	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0222_10k.npy	desk
test/desk_0201	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0201_10k.npy	desk
test/desk_0272	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0272_10k.npy	desk
test/desk_0233	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0233_10k.npy	desk
test/desk_0218	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0218_10k.npy	desk
test/desk_0249	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0249_10k.npy	desk
test/desk_0236	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0236_10k.npy	desk
test/desk_0251	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0251_10k.npy	desk
test/desk_0232	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0232_10k.npy	desk
test/desk_0284	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0284_10k.npy	desk
test/desk_0261	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0261_10k.npy	desk
test/desk_0212	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0212_10k.npy	desk
test/desk_0235	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0235_10k.npy	desk
test/desk_0242	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0242_10k.npy	desk
test/desk_0245	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0245_10k.npy	desk
test/desk_0266	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0266_10k.npy	desk
test/desk_0271	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0271_10k.npy	desk
test/desk_0280	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0280_10k.npy	desk
test/desk_0278	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0278_10k.npy	desk
test/desk_0216	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0216_10k.npy	desk
test/desk_0223	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0223_10k.npy	desk
test/desk_0227	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0227_10k.npy	desk
test/desk_0230	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0230_10k.npy	desk
test/desk_0246	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0246_10k.npy	desk
test/desk_0273	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0273_10k.npy	desk
test/desk_0220	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0220_10k.npy	desk
test/desk_0226	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0226_10k.npy	desk
test/desk_0269	/datasets-slow1/ModelNet40/partial_pc/desk/test/desk_0269_10k.npy	desk

End of preview. Expand in Data Studio

The datasets in this repository are used in the paper Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis.

Datasets

The folder structure of used datasets should be organized as follows.

    /path/to/Point-Cache
    |----data # placed in the same level as `runners`, `scripts`, etc. 
        |----modelnet_c
        |----sonn_c
            |----obj_bg
            |----obj_only
            |----hardest
        |----modelnet40
        |----scanobjnn
        |----omniobject3d
            |----1024
            |----4096
            |----16384
        |----objaverse_lvis
    |----runners
    |----scripts
    ...

You can find the download links of the above datasets from our huggingface dataset repositories as follows.
- Link for modelnet_c and sonn_c
- Link for omniobject3d
- Link for modelnet40, scanobjnn, and objaverse_lvis

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