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 ⌀ |
|---|---|---|---|---|---|
Relation Extraction > Joint Entity and Relation Extraction | SciERC | SpERT (with overlap) | https://arxiv.org/abs/1909.07755v4 | Cross Sentence | No |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | Ours: cross-sentence | https://arxiv.org/abs/2010.12812v2 | Entity F1 | 68.9 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | Ours: cross-sentence | https://arxiv.org/abs/2010.12812v2 | Relation F1 | 50.1 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | Ours: cross-sentence | https://arxiv.org/abs/2010.12812v2 | RE+ Micro F1 | 36.7 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | Ours: cross-sentence | https://arxiv.org/abs/2010.12812v2 | Cross Sentence | Yes |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | DyGIE++ | https://arxiv.org/abs/1909.03546v2 | Entity F1 | 67.50 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | DyGIE++ | https://arxiv.org/abs/1909.03546v2 | Relation F1 | 48.40 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | DyGIE++ | https://arxiv.org/abs/1909.03546v2 | Cross Sentence | Yes |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | DyGIE | http://arxiv.org/abs/1904.03296v1 | Entity F1 | 65.2 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | DyGIE | http://arxiv.org/abs/1904.03296v1 | Relation F1 | 41.6 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | DyGIE | http://arxiv.org/abs/1904.03296v1 | Cross Sentence | Yes |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | SciIE | http://arxiv.org/abs/1808.09602v1 | Entity F1 | 64.20 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | SciIE | http://arxiv.org/abs/1808.09602v1 | Relation F1 | 39.30 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | SciIE | http://arxiv.org/abs/1808.09602v1 | Cross Sentence | No |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | SpERT | https://arxiv.org/abs/1909.07755v4 | Entity F1 | 70.33 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | SpERT | https://arxiv.org/abs/1909.07755v4 | Cross Sentence | No |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | MGE | https://aclanthology.org/2022.ccl-1.75 | Entity F1 | 68.4 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | MGE | https://aclanthology.org/2022.ccl-1.75 | RE+ Micro F1 | 39.4 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | MGE | https://aclanthology.org/2022.ccl-1.75 | Cross Sentence | No |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | PFN | https://arxiv.org/abs/2108.12202v8 | Entity F1 | 66.8 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | PFN | https://arxiv.org/abs/2108.12202v8 | RE+ Micro F1 | 38.4 |
Relation Extraction > Joint Entity and Relation Extraction | SciERC | PFN | https://arxiv.org/abs/2108.12202v8 | Cross Sentence | No |
Relation Extraction > Temporal Relation Extraction | Vinoground | GPT-4o (CoT) | null | Text Score | 59.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | GPT-4o (CoT) | null | Video Score | 51 |
Relation Extraction > Temporal Relation Extraction | Vinoground | GPT-4o (CoT) | null | Group Score | 35 |
Relation Extraction > Temporal Relation Extraction | Vinoground | GPT-4o | null | Text Score | 54 |
Relation Extraction > Temporal Relation Extraction | Vinoground | GPT-4o | null | Video Score | 38.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | GPT-4o | null | Group Score | 24.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Qwen2-VL-72B | https://arxiv.org/abs/2409.12191v2 | Text Score | 50.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Qwen2-VL-72B | https://arxiv.org/abs/2409.12191v2 | Video Score | 32.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Qwen2-VL-72B | https://arxiv.org/abs/2409.12191v2 | Group Score | 17.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-OneVision-Qwen2-72B | https://arxiv.org/abs/2408.03326v3 | Text Score | 48.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-OneVision-Qwen2-72B | https://arxiv.org/abs/2408.03326v3 | Video Score | 35.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-OneVision-Qwen2-72B | https://arxiv.org/abs/2408.03326v3 | Group Score | 21.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-OneVision-Qwen2-7B | https://arxiv.org/abs/2408.03326v3 | Text Score | 41.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-OneVision-Qwen2-7B | https://arxiv.org/abs/2408.03326v3 | Video Score | 29.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-OneVision-Qwen2-7B | https://arxiv.org/abs/2408.03326v3 | Group Score | 14.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Qwen2-VL-7B | https://arxiv.org/abs/2409.12191v2 | Text Score | 40.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Qwen2-VL-7B | https://arxiv.org/abs/2409.12191v2 | Video Score | 32.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Qwen2-VL-7B | https://arxiv.org/abs/2409.12191v2 | Group Score | 15.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Gemini-1.5-Pro (CoT) | https://arxiv.org/abs/2403.05530v5 | Text Score | 37 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Gemini-1.5-Pro (CoT) | https://arxiv.org/abs/2403.05530v5 | Video Score | 27.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Gemini-1.5-Pro (CoT) | https://arxiv.org/abs/2403.05530v5 | Group Score | 12.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VideoLLaMA2-72B | https://arxiv.org/abs/2406.07476v3 | Text Score | 36.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VideoLLaMA2-72B | https://arxiv.org/abs/2406.07476v3 | Video Score | 21.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VideoLLaMA2-72B | https://arxiv.org/abs/2406.07476v3 | Group Score | 8.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Gemini-1.5-Pro | https://arxiv.org/abs/2403.05530v5 | Text Score | 35.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Gemini-1.5-Pro | https://arxiv.org/abs/2403.05530v5 | Video Score | 22.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Gemini-1.5-Pro | https://arxiv.org/abs/2403.05530v5 | Group Score | 10.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Claude 3.5 Sonnet | null | Text Score | 32.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Claude 3.5 Sonnet | null | Video Score | 28.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Claude 3.5 Sonnet | null | Group Score | 10.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | MiniCPM-2.6 | https://arxiv.org/abs/2408.01800v1 | Text Score | 32.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | MiniCPM-2.6 | https://arxiv.org/abs/2408.01800v1 | Video Score | 29.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | MiniCPM-2.6 | https://arxiv.org/abs/2408.01800v1 | Group Score | 11.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | InternLM-XC-2.5 (CoT) | https://arxiv.org/abs/2407.03320v1 | Text Score | 30.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | InternLM-XC-2.5 (CoT) | https://arxiv.org/abs/2407.03320v1 | Video Score | 28.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | InternLM-XC-2.5 (CoT) | https://arxiv.org/abs/2407.03320v1 | Group Score | 9 |
Relation Extraction > Temporal Relation Extraction | Vinoground | InternLM-XC-2.5 | https://arxiv.org/abs/2407.03320v1 | Text Score | 28.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | InternLM-XC-2.5 | https://arxiv.org/abs/2407.03320v1 | Video Score | 27.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | InternLM-XC-2.5 | https://arxiv.org/abs/2407.03320v1 | Group Score | 9.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-34B (CoT) | null | Text Score | 25.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-34B (CoT) | null | Video Score | 22.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-34B (CoT) | null | Group Score | 5.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Video-LLaVA-7B | https://arxiv.org/abs/2311.10122v3 | Text Score | 24.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Video-LLaVA-7B | https://arxiv.org/abs/2311.10122v3 | Video Score | 25.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Video-LLaVA-7B | https://arxiv.org/abs/2311.10122v3 | Group Score | 6.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Phi-3.5-Vision | null | Text Score | 24 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Phi-3.5-Vision | null | Video Score | 22.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | Phi-3.5-Vision | null | Group Score | 6.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | MA-LMM-Vicuna-7B | https://arxiv.org/abs/2404.05726v2 | Text Score | 23.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | MA-LMM-Vicuna-7B | https://arxiv.org/abs/2404.05726v2 | Video Score | 25.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | MA-LMM-Vicuna-7B | https://arxiv.org/abs/2404.05726v2 | Group Score | 6.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-34B | null | Text Score | 23 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-34B | null | Video Score | 21.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-34B | null | Group Score | 3.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-7B (CoT) | null | Text Score | 21.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-7B (CoT) | null | Video Score | 26.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-7B (CoT) | null | Group Score | 6.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-7B | null | Text Score | 21.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-7B | null | Video Score | 25.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LLaVA-NeXT-Video-7B | null | Group Score | 6.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VTimeLLM | https://arxiv.org/abs/2311.18445v1 | Text Score | 19.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VTimeLLM | https://arxiv.org/abs/2311.18445v1 | Video Score | 27 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VTimeLLM | https://arxiv.org/abs/2311.18445v1 | Group Score | 5.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VideoCLIP | https://arxiv.org/abs/2109.14084v2 | Text Score | 17 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VideoCLIP | https://arxiv.org/abs/2109.14084v2 | Video Score | 2.8 |
Relation Extraction > Temporal Relation Extraction | Vinoground | VideoCLIP | https://arxiv.org/abs/2109.14084v2 | Group Score | 1.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LanguageBind | https://arxiv.org/abs/2310.01852v7 | Text Score | 10.6 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LanguageBind | https://arxiv.org/abs/2310.01852v7 | Video Score | 5 |
Relation Extraction > Temporal Relation Extraction | Vinoground | LanguageBind | https://arxiv.org/abs/2310.01852v7 | Group Score | 1.2 |
Relation Extraction > Temporal Relation Extraction | Vinoground | ImageBind | https://arxiv.org/abs/2305.05665v2 | Text Score | 9.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | ImageBind | https://arxiv.org/abs/2305.05665v2 | Video Score | 3.4 |
Relation Extraction > Temporal Relation Extraction | Vinoground | ImageBind | https://arxiv.org/abs/2305.05665v2 | Group Score | 0.6 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TDDAuto | DTRE | https://aclanthology.org/2022.coling-1.182 | F1 | 81.8 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TDDAuto | SCS-EERE | https://www.aaai.org/AAAI22Papers/AAAI-3912.ManH.pdf | F1 | 76.7 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TDDAuto | TIMERS | https://aclanthology.org/2021.acl-short.67 | F1 | 71.1 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | MATRES | RSGT | https://aclanthology.org/2022.coling-1.174 | F1 | 84.0 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | MATRES | SCS-EERE | https://www.aaai.org/AAAI22Papers/AAAI-3912.ManH.pdf | F1 | 83.4 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | MATRES | Faithfulness | https://arxiv.org/abs/2210.04992v2 | F1 | 82.7 |
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