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 | DocRED | LSR+GloVe | https://arxiv.org/abs/2005.06312v3 | F1 | 54.18 |
Relation Extraction | DocRED | LSR+GloVe | https://arxiv.org/abs/2005.06312v3 | Ign F1 | 52.15 |
Relation Extraction | DocRED | Two-Step+BERT-base | https://arxiv.org/abs/1909.11898v1 | F1 | 53.92 |
Relation Extraction | DocRED | Two-Step+BERT-base | https://arxiv.org/abs/1909.11898v1 | Ign F1 | 54.42 |
Relation Extraction | DocRED | HIN-GloVe | https://arxiv.org/abs/2003.12754v1 | F1 | 53.30 |
Relation Extraction | DocRED | HIN-GloVe | https://arxiv.org/abs/2003.12754v1 | Ign F1 | 51.15 |
Relation Extraction | DocRED | BERT-base | https://arxiv.org/abs/1909.11898v1 | F1 | 53.22 |
Relation Extraction | DocRED | BERT-base | https://arxiv.org/abs/1909.11898v1 | Ign F1 | 56.17 |
Relation Extraction | DocRED | GREG | https://www.mdpi.com/2076-3417/10/3/1181/htm | F1 | 52.88 |
Relation Extraction | DocRED | BiLSTM | https://arxiv.org/abs/1906.06127v3 | F1 | 51.06 |
Relation Extraction | DocRED | BiLSTM | https://arxiv.org/abs/1906.06127v3 | Ign F1 | 44.73 |
Relation Extraction | DocRED | DocRED-Context-Aware | https://arxiv.org/abs/1906.06127v3 | F1 | 50.64 |
Relation Extraction | DocRED | DocRED-Context-Aware | https://arxiv.org/abs/1906.06127v3 | Ign F1 | 43.93 |
Relation Extraction | DocRED | BiLSTM | https://arxiv.org/abs/1906.06127v3 | F1 | 50.12 |
Relation Extraction | DocRED | BiLSTM | https://arxiv.org/abs/1906.06127v3 | Ign F1 | 43.60 |
Relation Extraction | DocRED | DocRED-CNN | https://arxiv.org/abs/1906.06127v3 | F1 | 42.33 |
Relation Extraction | DocRED | DocRED-CNN | https://arxiv.org/abs/1906.06127v3 | Ign F1 | 36.44 |
Relation Extraction | SemEval-2010 Task 8 | LLM-QA4RE (XXLarge) | https://arxiv.org/abs/2305.11159v1 | F1 | 43.5 |
Relation Extraction | SemEval-2010 Task 8 | RAG4RE | https://arxiv.org/abs/2404.13397v1 | F1 | 23.41 |
Relation Extraction | ReDocRED | TTM-RE | https://arxiv.org/abs/2406.05906v1 | F1 | 84.01 |
Relation Extraction | ReDocRED | TTM-RE | https://arxiv.org/abs/2406.05906v1 | Ign F1 | 83.11 |
Relation Extraction | ReDocRED | DREEAM | https://arxiv.org/abs/2302.08675v1 | F1 | 80.73 |
Relation Extraction | ReDocRED | DREEAM | https://arxiv.org/abs/2302.08675v1 | Ign F1 | 79.66 |
Relation Extraction | ReDocRED | HingeABL | https://aclanthology.org/2023.findings-emnlp.253/ | F1 | 79.79 |
Relation Extraction | ReDocRED | HingeABL | https://aclanthology.org/2023.findings-emnlp.253/ | Ign F1 | 78.82 |
Relation Extraction | ReDocRED | SSR-PU | https://arxiv.org/abs/2210.08709v2 | F1 | 78.86 |
Relation Extraction | ReDocRED | SSR-PU | https://arxiv.org/abs/2210.08709v2 | Ign F1 | 77.67 |
Relation Extraction | ReDocRED | KD-DocRE | https://arxiv.org/abs/2203.10900v1 | F1 | 78.28 |
Relation Extraction | ReDocRED | KD-DocRE | https://arxiv.org/abs/2203.10900v1 | Ign F1 | 77.60 |
Relation Extraction | ReDocRED | DocuNET | https://arxiv.org/abs/2106.03618v2 | F1 | 77.87 |
Relation Extraction | ReDocRED | DocuNET | https://arxiv.org/abs/2106.03618v2 | Ign F1 | 77.26 |
Relation Extraction | ReDocRED | ATLOP | https://arxiv.org/abs/2010.11304v3 | F1 | 77.56 |
Relation Extraction | ReDocRED | ATLOP | https://arxiv.org/abs/2010.11304v3 | Ign F1 | 76.82 |
Relation Extraction | ReDocRED | JEREX | https://arxiv.org/abs/2102.05980v2 | F1 | 72.57 |
Relation Extraction | ReDocRED | JEREX | https://arxiv.org/abs/2102.05980v2 | Ign F1 | 71.45 |
Relation Extraction | NYT21 | ReRe | https://arxiv.org/abs/2105.10158v1 | F1 | 59.62 |
Relation Extraction | NYT21 | ReRe (exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 58.88 |
Relation Extraction | NYT21 | TPLinker(exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 57.33 |
Relation Extraction | NYT21 | CasRel (exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 54.78 |
Relation Extraction | ACE 2004 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | RE Micro F1 | 69.7 |
Relation Extraction | ACE 2004 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | NER Micro F1 | 90.4 |
Relation Extraction | ACE 2004 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | RE+ Micro F1 | 66.5 |
Relation Extraction | ACE 2004 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | Cross Sentence | Yes |
Relation Extraction | ACE 2004 | PFN | https://arxiv.org/abs/2108.12202v8 | NER Micro F1 | 89.3 |
Relation Extraction | ACE 2004 | PFN | https://arxiv.org/abs/2108.12202v8 | RE+ Micro F1 | 62.5 |
Relation Extraction | ACE 2004 | PFN | https://arxiv.org/abs/2108.12202v8 | Cross Sentence | No |
Relation Extraction | ACE 2004 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | RE Micro F1 | 66.1 |
Relation Extraction | ACE 2004 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | NER Micro F1 | 90.3 |
Relation Extraction | ACE 2004 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | RE+ Micro F1 | 62.2 |
Relation Extraction | ACE 2004 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | Cross Sentence | Yes |
Relation Extraction | ACE 2004 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | RE Micro F1 | 63.3 |
Relation Extraction | ACE 2004 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | NER Micro F1 | 88.6 |
Relation Extraction | ACE 2004 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | RE+ Micro F1 | 59.6 |
Relation Extraction | ACE 2004 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | Cross Sentence | No |
Relation Extraction | ACE 2004 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | NER Micro F1 | 83.6 |
Relation Extraction | ACE 2004 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | RE+ Micro F1 | 49.4 |
Relation Extraction | ACE 2004 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | Cross Sentence | No |
Relation Extraction | ACE 2004 | SPTree | http://arxiv.org/abs/1601.00770v3 | NER Micro F1 | 81.8 |
Relation Extraction | ACE 2004 | SPTree | http://arxiv.org/abs/1601.00770v3 | RE+ Micro F1 | 48.4 |
Relation Extraction | ACE 2004 | SPTree | http://arxiv.org/abs/1601.00770v3 | Cross Sentence | No |
Relation Extraction | ACE 2004 | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | NER Micro F1 | 81.64 |
Relation Extraction | ACE 2004 | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | RE+ Micro F1 | 47.45 |
Relation Extraction | ACE 2004 | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | Cross Sentence | No |
Relation Extraction | ACE 2004 | multi-head | http://arxiv.org/abs/1804.07847v3 | NER Micro F1 | 81.16 |
Relation Extraction | ACE 2004 | multi-head | http://arxiv.org/abs/1804.07847v3 | RE+ Micro F1 | 47.14 |
Relation Extraction | ACE 2004 | multi-head | http://arxiv.org/abs/1804.07847v3 | Cross Sentence | No |
Relation Extraction | ACE 2004 | Attention | https://aclanthology.org/P17-1085 | NER Micro F1 | 79.6 |
Relation Extraction | ACE 2004 | Attention | https://aclanthology.org/P17-1085 | RE+ Micro F1 | 45.7 |
Relation Extraction | ACE 2004 | Attention | https://aclanthology.org/P17-1085 | Cross Sentence | No |
Relation Extraction | ACE 2004 | Joint w/ Global | https://aclanthology.org/P14-1038 | NER Micro F1 | 79.7 |
Relation Extraction | ACE 2004 | Joint w/ Global | https://aclanthology.org/P14-1038 | RE+ Micro F1 | 45.3 |
Relation Extraction | ACE 2004 | Joint w/ Global | https://aclanthology.org/P14-1038 | Cross Sentence | No |
Relation Extraction | ACE 2004 | DyGIE | http://arxiv.org/abs/1904.03296v1 | RE Micro F1 | 59.7 |
Relation Extraction | ACE 2004 | DyGIE | http://arxiv.org/abs/1904.03296v1 | NER Micro F1 | 87.4 |
Relation Extraction | ACE 2004 | DyGIE | http://arxiv.org/abs/1904.03296v1 | Cross Sentence | Yes |
Relation Extraction | LPSC-contains | Stacked_LinkedBERT | https://aclanthology.org/2022.sdp-1.14 | F1 (micro) | 78.5 |
Relation Extraction | BioRED | PubMedBERT | https://arxiv.org/abs/2204.04263v2 | F1 | 58.9 |
Relation Extraction | BioRED | BERT-GT | https://arxiv.org/abs/2101.04158v1 | F1 | 56.5 |
Relation Extraction | Re-TACRED | EXOBRAIN | https://arxiv.org/abs/2107.09332v2 | F1 | 91.4 |
Relation Extraction | Re-TACRED | RoBERTa-large-typed-marker | https://arxiv.org/abs/2102.01373v4 | F1 | 91.1 |
Relation Extraction | Re-TACRED | GenPT (RoBERTa) | https://arxiv.org/abs/2210.12435v1 | F1 | 91.1 |
Relation Extraction | Re-TACRED | REBEL (no entity type marker) | https://github.com/Babelscape/rebel | F1 | 90.4 |
Relation Extraction | Re-TACRED | SpanBERT | https://arxiv.org/abs/1907.10529v3 | F1 | 85.3 |
Relation Extraction | Re-TACRED | C-GCN | http://arxiv.org/abs/1809.10185v1 | F1 | 80.3 |
Relation Extraction | Re-TACRED | PA-LSTM | https://aclanthology.org/D17-1004 | F1 | 79.4 |
Relation Extraction | Re-TACRED | RAG4RE | https://arxiv.org/abs/2404.13397v1 | F1 | 73.3 |
Relation Extraction | Re-TACRED | LLM-QA4RE (XXLarge) | https://arxiv.org/abs/2305.11159v1 | F1 | 66.5 |
Relation Extraction | NYT11-HRL | RERE | https://arxiv.org/abs/2105.10158v1 | F1 | 56.23 |
Relation Extraction | NYT11-HRL | TPLinker | https://arxiv.org/abs/2010.13415v1 | F1 | 55.67 |
Relation Extraction | NYT11-HRL | ReRe (exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 55.47 |
Relation Extraction | NYT11-HRL | TPLinker | https://arxiv.org/abs/2010.13415v1 | F1 | 55.28 |
Relation Extraction | NYT11-HRL | CasRel | https://arxiv.org/abs/1909.03227v4 | F1 | 53.9 |
Relation Extraction | NYT11-HRL | HRL | http://arxiv.org/abs/1811.03925v1 | F1 | 53.8 |
Relation Extraction | NYT11-HRL | HRL | https://arxiv.org/abs/2105.10158v1 | F1 | 53.8 |
Relation Extraction | NYT11-HRL | SPTree | http://arxiv.org/abs/1601.00770v3 | F1 | 53.1 |
Relation Extraction | NYT11-HRL | CasRel (exact) | https://arxiv.org/abs/1909.03227v4 | F1 | 51.25 |
Relation Extraction | NYT11-HRL | NovelTagging | http://arxiv.org/abs/1706.05075v1 | F1 | 47.9 |
Relation Extraction | NYT11-HRL | Cotype | http://arxiv.org/abs/1610.08763v2 | F1 | 43 |
Relation Extraction | NYT11-HRL | CopyR | https://aclanthology.org/P18-1047 | F1 | 42.1 |
Relation Extraction | LPSC-hasproperty | Stacked_LinkedBERT | https://aclanthology.org/2022.sdp-1.14 | F1 (micro) | 78.1 |
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