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| gpt-4o | 68.42 | [link](https://huggingface.co/datasets/patched-codes/static-analysis-eval/blob/main/gpt-4o-0-shot_semgrep_1.85.0_20240819_015355.log)|
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| gpt-4o + 3-shot prompt | 77.63 | [link](https://huggingface.co/datasets/patched-codes/static-analysis-eval/blob/main/gpt-4o-3-shot_semgrep_1.85.0_20240819_020525.log)|
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| gpt-4o + rag (embedding & reranking) | 77.63 | [link](https://huggingface.co/datasets/patched-codes/static-analysis-eval/blob/main/gpt-4o-1-shot-sim_semgrep_1.85.0_20240819_023323.log) |
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# Leaderboard
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The top models on the leaderboard are all fine-tuned using the same dataset that we released called [synth vuln fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes).
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| gpt-4o | 68.42 | [link](https://huggingface.co/datasets/patched-codes/static-analysis-eval/blob/main/gpt-4o-0-shot_semgrep_1.85.0_20240819_015355.log)|
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| gpt-4o + 3-shot prompt | 77.63 | [link](https://huggingface.co/datasets/patched-codes/static-analysis-eval/blob/main/gpt-4o-3-shot_semgrep_1.85.0_20240819_020525.log)|
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| gpt-4o + rag (embedding & reranking) | 77.63 | [link](https://huggingface.co/datasets/patched-codes/static-analysis-eval/blob/main/gpt-4o-1-shot-sim_semgrep_1.85.0_20240819_023323.log) |
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| gpt-4o + fine-tuned with [synth-vuln-fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes) | 77.63 | [link]() |
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# Leaderboard
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The top models on the leaderboard are all fine-tuned using the same dataset that we released called [synth vuln fixes](https://huggingface.co/datasets/patched-codes/synth-vuln-fixes).
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