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README.md
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@@ -26,29 +26,28 @@ where each program is a file that has exactly 1 vulnerability as detected by a p
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# Leaderboard
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| gemini-1.5-flash-latest
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| Llama-3-70B-instruct
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| Llama-3-8B-instruct
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| gemini-1.5-pro-latest
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| gpt-4-1106-preview
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| gpt-4-0125-preview
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| Codellama-70b-Instruct
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| CodeLlama-34b-Instruct
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The price is calcualted by assuming 1000 input and output tokens per call as all examples in the dataset are < 512 tokens (OpenAI cl100k_base tokenizer).
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# Leaderboard
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| Model | StaticAnalysisEval (%) | Time (mins) | Price (USD) |
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|:-------------------------:|:----------------------:|:-------------:|:-----------:|
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| gpt-4o | 69.74 | 23:0 | 1.53 |
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| gemini-1.5-flash-latest | 68.42 | 18:2 | 0.07 |
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| Llama-3-70B-instruct | 65.78 | 35:2 | |
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| Llama-3-8B-instruct | 65.78 | 31.34 | |
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| gemini-1.5-pro-latest | 64.47 | 34:40 | |
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| gpt-4-1106-preview | 64.47 | 27:56 | 3.04 |
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| gpt-4 | 63.16 | 26:31 | 6.84 |
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| gpt-4-0125-preview | 53.94 | 34:40 | |
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| patched-coder-7b | 51.31 | 45.20 | |
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| patched-coder-34b | 46.05 | 33:58 | 0.87 |
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| Mistral-Large | 40.80 | 60:00+ | |
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| Gemini-pro | 39.47 | 16:09 | 0.23 |
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| Mistral-Medium | 39.47 | 60:00+ | 0.80 |
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| Mixtral-Small | 30.26 | 30:09 | |
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| gpt-3.5-turbo-0125 | 28.95 | 21:50 | |
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| claude-3-opus-20240229 | 25.00 | 60:00+ | |
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| Gemma-7b-it | 19.73 | 36:40 | |
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| gpt-3.5-turbo-1106 | 17.11 | 13:00 | 0.23 |
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| Codellama-70b-Instruct | 10.53 | 30.32 | |
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| CodeLlama-34b-Instruct | 7.89 | 23:16 | |
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The price is calcualted by assuming 1000 input and output tokens per call as all examples in the dataset are < 512 tokens (OpenAI cl100k_base tokenizer).
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