task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Code Completion | SAFIM | gpt-4-1106-preview | https://arxiv.org/abs/2403.04814v3 | Average | 53.28 |
Code Completion | SAFIM | gpt-4-1106-preview | https://arxiv.org/abs/2403.04814v3 | Control | 55.15 |
Code Completion | SAFIM | gpt-4-1106-preview | https://arxiv.org/abs/2403.04814v3 | API | 62.58 |
Code Completion | SAFIM | CodeLlama-13b-hf | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 41.41 |
Code Completion | SAFIM | CodeLlama-13b-hf | https://arxiv.org/abs/2403.04814v3 | Average | 52.78 |
Code Completion | SAFIM | CodeLlama-13b-hf | https://arxiv.org/abs/2403.04814v3 | Control | 57.25 |
Code Completion | SAFIM | CodeLlama-13b-hf | https://arxiv.org/abs/2403.04814v3 | API | 59.68 |
Code Completion | SAFIM | deepseek-coder-1.3b-base | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 41.20 |
Code Completion | SAFIM | deepseek-coder-1.3b-base | https://arxiv.org/abs/2403.04814v3 | Average | 52.63 |
Code Completion | SAFIM | deepseek-coder-1.3b-base | https://arxiv.org/abs/2403.04814v3 | Control | 54.10 |
Code Completion | SAFIM | deepseek-coder-1.3b-base | https://arxiv.org/abs/2403.04814v3 | API | 62.58 |
Code Completion | SAFIM | CodeLlama-34b-hf | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 38.55 |
Code Completion | SAFIM | CodeLlama-34b-hf | https://arxiv.org/abs/2403.04814v3 | Average | 49.66 |
Code Completion | SAFIM | CodeLlama-34b-hf | https://arxiv.org/abs/2403.04814v3 | Control | 53.98 |
Code Completion | SAFIM | CodeLlama-34b-hf | https://arxiv.org/abs/2403.04814v3 | API | 56.45 |
Code Completion | SAFIM | CodeLlama-7b-hf | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 34.68 |
Code Completion | SAFIM | CodeLlama-7b-hf | https://arxiv.org/abs/2403.04814v3 | Average | 45.00 |
Code Completion | SAFIM | CodeLlama-7b-hf | https://arxiv.org/abs/2403.04814v3 | Control | 53.56 |
Code Completion | SAFIM | CodeLlama-7b-hf | https://arxiv.org/abs/2403.04814v3 | API | 46.77 |
Code Completion | SAFIM | gpt-3.5-turbo-0301 | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 31.24 |
Code Completion | SAFIM | gpt-3.5-turbo-0301 | https://arxiv.org/abs/2403.04814v3 | Average | 40.86 |
Code Completion | SAFIM | gpt-3.5-turbo-0301 | https://arxiv.org/abs/2403.04814v3 | Control | 37.48 |
Code Completion | SAFIM | gpt-3.5-turbo-0301 | https://arxiv.org/abs/2403.04814v3 | API | 53.87 |
Code Completion | SAFIM | incoder-6B | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 25.16 |
Code Completion | SAFIM | incoder-6B | https://arxiv.org/abs/2403.04814v3 | Average | 33.79 |
Code Completion | SAFIM | incoder-6B | https://arxiv.org/abs/2403.04814v3 | Control | 28.16 |
Code Completion | SAFIM | incoder-6B | https://arxiv.org/abs/2403.04814v3 | API | 48.06 |
Code Completion | SAFIM | codegen-16B-multi | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 25.94 |
Code Completion | SAFIM | codegen-16B-multi | https://arxiv.org/abs/2403.04814v3 | Average | 30.99 |
Code Completion | SAFIM | codegen-16B-multi | https://arxiv.org/abs/2403.04814v3 | Control | 35.74 |
Code Completion | SAFIM | codegen-16B-multi | https://arxiv.org/abs/2403.04814v3 | API | 31.29 |
Code Completion | SAFIM | codegen-2B-multi | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 23.49 |
Code Completion | SAFIM | codegen-2B-multi | https://arxiv.org/abs/2403.04814v3 | Average | 29.55 |
Code Completion | SAFIM | codegen-2B-multi | https://arxiv.org/abs/2403.04814v3 | Control | 32.89 |
Code Completion | SAFIM | codegen-2B-multi | https://arxiv.org/abs/2403.04814v3 | API | 32.26 |
Code Completion | SAFIM | incoder-1B | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 21.06 |
Code Completion | SAFIM | incoder-1B | https://arxiv.org/abs/2403.04814v3 | Average | 29.27 |
Code Completion | SAFIM | incoder-1B | https://arxiv.org/abs/2403.04814v3 | Control | 22.89 |
Code Completion | SAFIM | incoder-1B | https://arxiv.org/abs/2403.04814v3 | API | 43.87 |
Code Completion | SAFIM | codegen-6B-multi | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 23.60 |
Code Completion | SAFIM | codegen-6B-multi | https://arxiv.org/abs/2403.04814v3 | Average | 28.71 |
Code Completion | SAFIM | codegen-6B-multi | https://arxiv.org/abs/2403.04814v3 | Control | 34.80 |
Code Completion | SAFIM | codegen-6B-multi | https://arxiv.org/abs/2403.04814v3 | API | 27.74 |
Code Completion | SAFIM | codegen-350M-multi | https://arxiv.org/abs/2403.04814v3 | Algorithmic | 16.30 |
Code Completion | SAFIM | codegen-350M-multi | https://arxiv.org/abs/2403.04814v3 | Average | 22.94 |
Code Completion | SAFIM | codegen-350M-multi | https://arxiv.org/abs/2403.04814v3 | Control | 26.06 |
Code Completion | SAFIM | codegen-350M-multi | https://arxiv.org/abs/2403.04814v3 | API | 26.45 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned with document splitting | https://arxiv.org/abs/2405.15729v2 | Correctness, max., % | 42 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned with document splitting | https://arxiv.org/abs/2405.15729v2 | Correctness, avg., % | 34 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned with document splitting | https://arxiv.org/abs/2405.15729v2 | Validness, avg., % | 69.1 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned with document splitting | https://arxiv.org/abs/2405.15729v2 | Validness, max., % | 76 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned at 4096 tokens | https://arxiv.org/abs/2405.15729v2 | Correctness, max., % | 45 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned at 4096 tokens | https://arxiv.org/abs/2405.15729v2 | Correctness, avg., % | 32 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned at 4096 tokens | https://arxiv.org/abs/2405.15729v2 | Validness, avg., % | 63.1 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B, fine-tuned at 4096 tokens | https://arxiv.org/abs/2405.15729v2 | Validness, max., % | 84 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B | https://arxiv.org/abs/2405.15729v2 | Correctness, max., % | 36 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B | https://arxiv.org/abs/2405.15729v2 | Correctness, avg., % | 31.1 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B | https://arxiv.org/abs/2405.15729v2 | Validness, avg., % | 60.7 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | Code Llama 7B | https://arxiv.org/abs/2405.15729v2 | Validness, max., % | 64 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | GitHub Copilot | https://arxiv.org/abs/2405.15729v2 | Correctness, max., % | 29 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | GitHub Copilot | https://arxiv.org/abs/2405.15729v2 | Correctness, avg., % | 29 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | GitHub Copilot | https://arxiv.org/abs/2405.15729v2 | Validness, avg., % | 68 |
Code Completion > OpenAPI code completion | OpenAPI completion refined | GitHub Copilot | https://arxiv.org/abs/2405.15729v2 | Validness, max., % | 68 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | mean | 2.47 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Correctness of Information | 2.46 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Detail Orientation | 2.73 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Contextual Understanding | 2.81 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Temporal Understanding | 1.78 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Consistency | 2.59 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Dense Captioning | 1.38 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Spatial Understanding | 2.80 |
VCGBench-Diverse | VideoInstruct | VideoGPT+ | https://arxiv.org/abs/2406.09418v1 | Reasoning | 3.63 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | mean | 2.29 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Correctness of Information | 2.29 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Detail Orientation | 2.56 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Contextual Understanding | 2.66 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Temporal Understanding | 1.56 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Consistency | 2.36 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Dense Captioning | 1.33 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Spatial Understanding | 2.36 |
VCGBench-Diverse | VideoInstruct | Chat-UniVi | https://arxiv.org/abs/2311.08046v3 | Reasoning | 3.59 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | mean | 2.20 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Correctness of Information | 2.13 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Detail Orientation | 2.42 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Contextual Understanding | 2.51 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Temporal Understanding | 1.66 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Consistency | 2.27 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Dense Captioning | 1.26 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Spatial Understanding | 2.43 |
VCGBench-Diverse | VideoInstruct | VideoChat2 | https://arxiv.org/abs/2311.17005v4 | Reasoning | 3.13 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | mean | 2.19 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Correctness of Information | 2.20 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Detail Orientation | 2.62 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Contextual Understanding | 2.59 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Temporal Understanding | 1.29 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Consistency | 2.27 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Dense Captioning | 1.03 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Spatial Understanding | 2.35 |
VCGBench-Diverse | VideoInstruct | BT-Adapter | https://arxiv.org/abs/2309.15785v2 | Reasoning | 3.62 |
VCGBench-Diverse | VideoInstruct | VTimeLLM | https://arxiv.org/abs/2311.18445v1 | mean | 2.17 |
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