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 | ACE 2005 | Attention | https://aclanthology.org/P17-1085 | NER Micro F1 | 82.6 |
Relation Extraction | ACE 2005 | Attention | https://aclanthology.org/P17-1085 | RE+ Micro F1 | 53.6 |
Relation Extraction | ACE 2005 | Attention | https://aclanthology.org/P17-1085 | Sentence Encoder | biLSTM |
Relation Extraction | ACE 2005 | Attention | https://aclanthology.org/P17-1085 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Joint w/ Global | https://aclanthology.org/P14-1038 | RE Micro F1 | 52.1 |
Relation Extraction | ACE 2005 | Joint w/ Global | https://aclanthology.org/P14-1038 | NER Micro F1 | 80.8 |
Relation Extraction | ACE 2005 | Joint w/ Global | https://aclanthology.org/P14-1038 | RE+ Micro F1 | 49.5 |
Relation Extraction | ACE 2005 | Joint w/ Global | https://aclanthology.org/P14-1038 | Sentence Encoder | - |
Relation Extraction | ACE 2005 | Joint w/ Global | https://aclanthology.org/P14-1038 | Cross Sentence | No |
Relation Extraction | ACE 2005 | MGE | https://aclanthology.org/2022.ccl-1.75 | NER Micro F1 | 89.7 |
Relation Extraction | ACE 2005 | MGE | https://aclanthology.org/2022.ccl-1.75 | RE+ Micro F1 | 68.2 |
Relation Extraction | ACE 2005 | MGE | https://aclanthology.org/2022.ccl-1.75 | Sentence Encoder | ALBERT |
Relation Extraction | ACE 2005 | MGE | https://aclanthology.org/2022.ccl-1.75 | Cross Sentence | No |
Relation Extraction | ACE 2005 | PFN | https://arxiv.org/abs/2108.12202v8 | NER Micro F1 | 89.0 |
Relation Extraction | ACE 2005 | PFN | https://arxiv.org/abs/2108.12202v8 | RE+ Micro F1 | 66.8 |
Relation Extraction | ACE 2005 | PFN | https://arxiv.org/abs/2108.12202v8 | Sentence Encoder | ALBERT |
Relation Extraction | ACE 2005 | PFN | https://arxiv.org/abs/2108.12202v8 | Cross Sentence | No |
Relation Extraction | ACE 2005 | MRC4ERE++ | https://www.ijcai.org/Proceedings/2020/0546.pdf | NER Micro F1 | 85.5 |
Relation Extraction | ACE 2005 | MRC4ERE++ | https://www.ijcai.org/Proceedings/2020/0546.pdf | RE+ Micro F1 | 62.1 |
Relation Extraction | ACE 2005 | MRC4ERE++ | https://www.ijcai.org/Proceedings/2020/0546.pdf | Sentence Encoder | BERT base |
Relation Extraction | ACE 2005 | MRC4ERE++ | https://www.ijcai.org/Proceedings/2020/0546.pdf | Cross Sentence | No |
Relation Extraction | ACE 2005 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | NER Micro F1 | 84.8 |
Relation Extraction | ACE 2005 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | RE+ Micro F1 | 60.2 |
Relation Extraction | ACE 2005 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | Sentence Encoder | BERT base |
Relation Extraction | ACE 2005 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | Cross Sentence | No |
Relation Extraction | ACE 2005 | MRT | https://aclanthology.org/D18-1249 | NER Micro F1 | 83.6 |
Relation Extraction | ACE 2005 | MRT | https://aclanthology.org/D18-1249 | RE+ Micro F1 | 59.6 |
Relation Extraction | ACE 2005 | MRT | https://aclanthology.org/D18-1249 | Sentence Encoder | biLSTM |
Relation Extraction | ACE 2005 | MRT | https://aclanthology.org/D18-1249 | Cross Sentence | No |
Relation Extraction | ACE 2005 | GCN | https://aclanthology.org/P19-1131 | NER Micro F1 | 84.2 |
Relation Extraction | ACE 2005 | GCN | https://aclanthology.org/P19-1131 | RE+ Micro F1 | 59.1 |
Relation Extraction | ACE 2005 | GCN | https://aclanthology.org/P19-1131 | Sentence Encoder | biLSTM |
Relation Extraction | ACE 2005 | GCN | https://aclanthology.org/P19-1131 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Global | https://aclanthology.org/D17-1182 | NER Micro F1 | 83.6 |
Relation Extraction | ACE 2005 | Global | https://aclanthology.org/D17-1182 | RE+ Micro F1 | 57.5 |
Relation Extraction | ACE 2005 | Global | https://aclanthology.org/D17-1182 | Sentence Encoder | biLSTM |
Relation Extraction | ACE 2005 | Global | https://aclanthology.org/D17-1182 | Cross Sentence | No |
Relation Extraction | ACE 2005 | SPTree | http://arxiv.org/abs/1601.00770v3 | NER Micro F1 | 83.4 |
Relation Extraction | ACE 2005 | SPTree | http://arxiv.org/abs/1601.00770v3 | RE+ Micro F1 | 55.6 |
Relation Extraction | ACE 2005 | SPTree | http://arxiv.org/abs/1601.00770v3 | Sentence Encoder | biLSTM |
Relation Extraction | ACE 2005 | SPTree | http://arxiv.org/abs/1601.00770v3 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Span-level | https://aclanthology.org/P19-1525 | NER Micro F1 | 85.98 |
Relation Extraction | ACE 2005 | Span-level | https://aclanthology.org/P19-1525 | Sentence Encoder | ELMo |
Relation Extraction | ACE 2005 | Span-level | https://aclanthology.org/P19-1525 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Dual Pointer Network(multi-head) | https://arxiv.org/abs/2103.03509v1 | Relation classification F1 | 80.8 |
Relation Extraction | ACE 2005 | Dual Pointer Network(multi-head) | https://arxiv.org/abs/2103.03509v1 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Dual Pointer Network | https://aclanthology.org/D19-6608 | Relation classification F1 | 80.5 |
Relation Extraction | ACE 2005 | Dual Pointer Network | https://aclanthology.org/D19-6608 | Cross Sentence | No |
Relation Extraction | ACE 2005 | RNN+CNN | http://arxiv.org/abs/1511.05926v1 | Relation classification F1 | 67.7 |
Relation Extraction | ACE 2005 | RNN+CNN | http://arxiv.org/abs/1511.05926v1 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Walk-based model | https://arxiv.org/abs/1902.07023v2 | Relation classification F1 | 64.2 |
Relation Extraction | ACE 2005 | Walk-based model | https://arxiv.org/abs/1902.07023v2 | Cross Sentence | No |
Relation Extraction | ACE 2005 | CNN | https://aclanthology.org/W15-1506 | Relation classification F1 | 61.3 |
Relation Extraction | ACE 2005 | CNN | https://aclanthology.org/W15-1506 | Cross Sentence | No |
Relation Extraction | ACE 2005 | FCM | http://arxiv.org/abs/1505.02419v3 | Relation classification F1 | 58.2 |
Relation Extraction | ACE 2005 | FCM | http://arxiv.org/abs/1505.02419v3 | Cross Sentence | No |
Relation Extraction | ACE 2005 | HySPA (ours) w/ RoBERTa | https://arxiv.org/abs/2106.15838v1 | Relation F1 | 68.2 |
Relation Extraction | ACE 2005 | HySPA | https://arxiv.org/abs/2106.15838v1 | Sentence Encoder | ALBERT |
Relation Extraction | ACE 2005 | HySPA | https://arxiv.org/abs/2106.15838v1 | Cross Sentence | No |
Relation Extraction | 2010 i2b2/VA | Spark NLP | https://arxiv.org/abs/2112.13259v1 | Macro F1 | 69.1 |
Relation Extraction | GAD | BioLinkBERT (large) | https://arxiv.org/abs/2203.15827v1 | Micro F1 | 84.90 |
Relation Extraction | GAD | BioLinkBERT (large) | https://arxiv.org/abs/2203.15827v1 | F1 | 84.90 |
Relation Extraction | GAD | KeBioLM | https://arxiv.org/abs/2104.10344v1 | F1 | 84.3 |
Relation Extraction | GAD | PubMedBERT uncased | https://arxiv.org/abs/2007.15779v6 | Micro F1 | 82.34 |
Relation Extraction | FUNSD | LayoutLMv3 large EM + BBO + RSF | https://arxiv.org/abs/2404.10848v1 | F1 | 90.81 |
Relation Extraction | FUNSD | GeoLayoutLM | https://arxiv.org/abs/2304.10759v1 | F1 | 89.45 |
Relation Extraction | FUNSD | RORE (GeoLayoutLM) | https://arxiv.org/abs/2409.19672v1 | F1 | 88.46 |
Relation Extraction | FUNSD | LayoutLMv3 large | https://arxiv.org/abs/2204.08387v3 | F1 | 80.35 |
Relation Extraction | FUNSD | LayoutLMv3 large | https://arxiv.org/abs/2304.10759v1 | F1 | 80.35 |
Relation Extraction | FUNSD | TPP (LayoutMask) | https://arxiv.org/abs/2310.11016v1 | F1 | 79.20 |
Relation Extraction | FUNSD | BROS | https://arxiv.org/abs/2108.04539v5 | F1 | 77.01 |
Relation Extraction | FUNSD | LayoutLMv2 large | https://arxiv.org/abs/2012.14740v4 | F1 | 70.57 |
Relation Extraction | FUNSD | LayoutLM | https://arxiv.org/abs/1912.13318v5 | F1 | 42.83 |
Relation Extraction | NYT-single | ETL-Span | https://arxiv.org/abs/1909.04273v3 | F1 | 59 |
Relation Extraction | NYT-single | PA-LSTM | https://www.aaai.org/ojs/index.php/AAAI/article/view/4591 | F1 | 53.8 |
Relation Extraction | NYT-single | NovelTagging | http://arxiv.org/abs/1706.05075v1 | F1 | 49.5 |
Relation Extraction | ADE Corpus | PFN | https://arxiv.org/abs/2108.12202v8 | NER Macro F1 | 91.3 |
Relation Extraction | ADE Corpus | PFN | https://arxiv.org/abs/2108.12202v8 | RE+ Macro F1 | 83.2 |
Relation Extraction | WLPC | SpanRel | https://arxiv.org/abs/1911.03822v2 | F1 | 65.5 |
Relation Extraction | WLPC | DyGIE | http://arxiv.org/abs/1904.03296v1 | F1 | 64.1 |
Relation Extraction | Dataset: Relationship extraction for knowledge graph creation from biomedical literature (Gene-Disease relationships) | DistilBERT | https://arxiv.org/abs/2201.01647v4 | F1 | 91 |
Relation Extraction | Dataset: Relationship extraction for knowledge graph creation from biomedical literature (Gene-Disease relationships) | T5 | https://arxiv.org/abs/2201.01647v4 | F1 | 88 |
Relation Extraction | NYT Corpus | KGPOOL | https://arxiv.org/abs/2106.00459v2 | P@10% | 92.3 |
Relation Extraction | NYT Corpus | KGPOOL | https://arxiv.org/abs/2106.00459v2 | P@30% | 86.7 |
Relation Extraction | NYT Corpus | RECON | https://arxiv.org/abs/2009.08694v2 | P@10% | 87.5 |
Relation Extraction | NYT Corpus | RECON | https://arxiv.org/abs/2009.08694v2 | P@30% | 74.1 |
Relation Extraction | NYT Corpus | HRERE | https://arxiv.org/abs/1903.10126v3 | P@10% | 84.9 |
Relation Extraction | NYT Corpus | HRERE | https://arxiv.org/abs/1903.10126v3 | P@30% | 72.8 |
Relation Extraction | NYT Corpus | DSRE-VAE | https://arxiv.org/abs/2104.08225v1 | P@10% | 75.9 |
Relation Extraction | NYT Corpus | DSRE-VAE | https://arxiv.org/abs/2104.08225v1 | P@30% | 63.3 |
Relation Extraction | NYT Corpus | RESIDE | http://arxiv.org/abs/1812.04361v2 | P@10% | 73.6 |
Relation Extraction | NYT Corpus | RESIDE | http://arxiv.org/abs/1812.04361v2 | P@30% | 59.5 |
Relation Extraction | NYT Corpus | PCNN+ATT | https://aclanthology.org/p16-1200 | P@10% | 69.4 |
Relation Extraction | NYT Corpus | PCNN+ATT | https://aclanthology.org/p16-1200 | P@30% | 51.8 |
Relation Extraction | NYT Corpus | MIML-RE | https://aclanthology.org/D12-1042 | P@10% | 60.7 |
Relation Extraction | 2018 n2c2 posology | Spark NLP | https://arxiv.org/abs/2112.13259v1 | Macro F1 | 96.7 |
Relation Extraction | DocRED | DREEAM | https://arxiv.org/abs/2302.08675v1 | F1 | 67.53 |
Relation Extraction | DocRED | DREEAM | https://arxiv.org/abs/2302.08675v1 | Ign F1 | 65.47 |
Relation Extraction | DocRED | KD-Rb-l | https://arxiv.org/abs/2203.10900v1 | F1 | 67.28 |
Relation Extraction | DocRED | KD-Rb-l | https://arxiv.org/abs/2203.10900v1 | Ign F1 | 65.24 |
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