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 | Adverse Drug Events (ADE) Corpus | SpERT (with overlap) | https://arxiv.org/abs/1909.07755v4 | RE+ Macro F1 | 78.84 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | SpERT (with overlap) | https://arxiv.org/abs/1909.07755v4 | NER Macro F1 | 89.28 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | Relation-Metric | https://arxiv.org/abs/1905.07458v4 | RE+ Macro F1 | 77.19 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | Relation-Metric | https://arxiv.org/abs/1905.07458v4 | NER Macro F1 | 87.02 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | RE+ Macro F1 | 75.52 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | NER Macro F1 | 86.73 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | multi-head | http://arxiv.org/abs/1804.07847v3 | RE+ Macro F1 | 74.58 |
Relation Extraction | Adverse Drug Events (ADE) Corpus | multi-head | http://arxiv.org/abs/1804.07847v3 | NER Macro F1 | 86.40 |
Relation Extraction | REBEL | Relik-Large | https://arxiv.org/abs/2408.00103v3 | Triplet F1 (strict EL) | 75.6 |
Relation Extraction | REBEL | GenIE (R) | https://arxiv.org/abs/2112.08340v3 | Triplet F1 (strict EL) | 68.93 |
Relation Extraction | CDR | SAISORE+CR+ET-SciBERT | https://arxiv.org/abs/2109.12093v2 | F1 | 79 |
Relation Extraction | CDR | Dense-CCNet-SciBERTbase | https://arxiv.org/abs/2203.13953v1 | F1 | 77.06 |
Relation Extraction | CDR | DRE-MIR-SciBERT | https://arxiv.org/abs/2204.09851v2 | F1 | 76.6 |
Relation Extraction | CDR | DocuNet-SciBERTbase | https://arxiv.org/abs/2106.03618v2 | F1 | 76.3 |
Relation Extraction | CDR | CGM2IR-SciBERTbase | https://arxiv.org/abs/2201.04826v1 | F1 | 73.8 |
Relation Extraction | CDR | SciBERT-ATLOPBASE | https://arxiv.org/abs/2010.11304v3 | F1 | 69.4 |
Relation Extraction | CDR | SSANBiaffine | https://arxiv.org/abs/2102.10249v1 | F1 | 68.7 |
Relation Extraction | CDR | seq2rel (entity hinting) | https://arxiv.org/abs/2204.01098v2 | F1 | 67.2 |
Relation Extraction | CDR | BioRelation-Extraction_BERT_SDP_Triplets | https://www.sciencedirect.com/science/article/pii/S1532046421002227#fn1 | F1 | 65 |
Relation Extraction | CDR | LSR w/o MDP Nodes | https://arxiv.org/abs/2005.06312v3 | F1 | 64.8 |
Relation Extraction | SciERC | SciBERT (SciVocab) | https://arxiv.org/abs/1903.10676v3 | F1 | 74.64 |
Relation Extraction | SciERC | SciBERT (Base Vocab) | https://arxiv.org/abs/1903.10676v3 | F1 | 74.42 |
Relation Extraction | SciERC | PFN | https://arxiv.org/abs/2108.12202v8 | RE+ Micro F1 | 38.4 |
Relation Extraction | SciERC | PFN | https://arxiv.org/abs/2108.12202v8 | NER Micro F1 | 66.8 |
Relation Extraction | NYT24 | WDec | https://arxiv.org/abs/1911.09886v1 | F1 | 84.4 |
Relation Extraction | NYT24 | HRLRE | http://arxiv.org/abs/1811.03925v1 | F1 | 77.6 |
Relation Extraction | JNLPBA | SciBERT (SciVocab) | https://arxiv.org/abs/1903.10676v3 | F1 | 76.09 |
Relation Extraction | SKE | ReRe (exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 87.21 |
Relation Extraction | SKE | CasRel (exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 86.45 |
Relation Extraction | SKE | TPLinker (exact) | https://arxiv.org/abs/2105.10158v1 | F1 | 84.32 |
Relation Extraction | TACRED-Revisited | RAG4RE | https://arxiv.org/abs/2404.13397v1 | F1 | 88.3 |
Relation Extraction | TACRED-Revisited | KLG | https://arxiv.org/abs/2212.14270v1 | F1 | 84.1 |
Relation Extraction | TACRED-Revisited | LLM-QA4RE (XXLarge) | https://arxiv.org/abs/2305.11159v1 | F1 | 53.4 |
Relation Extraction | PGR | Spark NLP | https://arxiv.org/abs/2112.13259v1 | Macro F1 | 87.9 |
Relation Extraction | 2012 i2b2 Temporal Relations | Spark NLP | https://arxiv.org/abs/2112.13259v1 | Macro F1 | 73.6 |
Relation Extraction | CoNLL04 | REBEL | https://github.com/Babelscape/rebel | RE+ Micro F1 | 75.4 |
Relation Extraction | CoNLL04 | REBEL | https://github.com/Babelscape/rebel | RE+ Macro F1 | 76.65 |
Relation Extraction | CoNLL04 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | NER Macro F1 | 86.9 |
Relation Extraction | CoNLL04 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | RE+ Micro F1 | 73.6 |
Relation Extraction | CoNLL04 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | RE+ Macro F1 | 75.4 |
Relation Extraction | CoNLL04 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | NER Micro F1 | 90.1 |
Relation Extraction | CoNLL04 | SpERT | https://arxiv.org/abs/1909.07755v4 | NER Macro F1 | 86.25 |
Relation Extraction | CoNLL04 | SpERT | https://arxiv.org/abs/1909.07755v4 | RE+ Micro F1 | 71.47 |
Relation Extraction | CoNLL04 | SpERT | https://arxiv.org/abs/1909.07755v4 | RE+ Macro F1 | 72.87 |
Relation Extraction | CoNLL04 | SpERT | https://arxiv.org/abs/1909.07755v4 | NER Micro F1 | 88.94 |
Relation Extraction | CoNLL04 | Deeper | https://arxiv.org/abs/2002.06424v1 | NER Macro F1 | 87 |
Relation Extraction | CoNLL04 | Deeper | https://arxiv.org/abs/2002.06424v1 | RE+ Micro F1 | 71.08 |
Relation Extraction | CoNLL04 | Deeper | https://arxiv.org/abs/2002.06424v1 | RE+ Macro F1 | 72.63 |
Relation Extraction | CoNLL04 | Deeper | https://arxiv.org/abs/2002.06424v1 | NER Micro F1 | 89.78 |
Relation Extraction | CoNLL04 | Biaffine attention | http://arxiv.org/abs/1812.11275v1 | NER Macro F1 | 86.2 |
Relation Extraction | CoNLL04 | Biaffine attention | http://arxiv.org/abs/1812.11275v1 | RE+ Macro F1 | 64.4 |
Relation Extraction | CoNLL04 | Relation-Metric with AT | https://arxiv.org/abs/1905.07458v4 | NER Macro F1 | 84.15 |
Relation Extraction | CoNLL04 | Relation-Metric with AT | https://arxiv.org/abs/1905.07458v4 | RE+ Macro F1 | 62.29 |
Relation Extraction | CoNLL04 | multi-head | http://arxiv.org/abs/1804.07847v3 | NER Macro F1 | 83.9 |
Relation Extraction | CoNLL04 | multi-head | http://arxiv.org/abs/1804.07847v3 | RE+ Macro F1 | 62.04 |
Relation Extraction | CoNLL04 | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | NER Macro F1 | 83.6 |
Relation Extraction | CoNLL04 | multi-head + AT | http://arxiv.org/abs/1808.06876v3 | RE+ Macro F1 | 61.95 |
Relation Extraction | CoNLL04 | ReLiK-Large | https://arxiv.org/abs/2408.00103v3 | RE+ Micro F1 | 78.1 |
Relation Extraction | CoNLL04 | ASP+T0-3B | https://arxiv.org/abs/2210.14698v2 | RE+ Micro F1 | 76.3 |
Relation Extraction | CoNLL04 | ASP+T0-3B | https://arxiv.org/abs/2210.14698v2 | NER Micro F1 | 90.3 |
Relation Extraction | CoNLL04 | TablERT | https://arxiv.org/abs/2010.07522v2 | RE+ Micro F1 | 72.6 |
Relation Extraction | CoNLL04 | TablERT | https://arxiv.org/abs/2010.07522v2 | NER Micro F1 | 90.2 |
Relation Extraction | CoNLL04 | TANL | https://arxiv.org/abs/2101.05779v3 | RE+ Micro F1 | 72.6 |
Relation Extraction | CoNLL04 | TriMF | https://arxiv.org/abs/2101.10213v3 | RE+ Micro F1 | 72.35 |
Relation Extraction | CoNLL04 | TriMF | https://arxiv.org/abs/2101.10213v3 | NER Micro F1 | 90.3 |
Relation Extraction | CoNLL04 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | RE+ Micro F1 | 68.9 |
Relation Extraction | CoNLL04 | Multi-turn QA | https://arxiv.org/abs/1905.05529v4 | NER Micro F1 | 87.8 |
Relation Extraction | CoNLL04 | Global | https://aclanthology.org/D17-1182 | RE+ Micro F1 | 67.8 |
Relation Extraction | CoNLL04 | Global | https://aclanthology.org/D17-1182 | NER Micro F1 | 85.6 |
Relation Extraction | CoNLL04 | Table Representation | https://aclanthology.org/D14-1200 | RE+ Micro F1 | 61 |
Relation Extraction | CoNLL04 | Table Representation | https://aclanthology.org/D14-1200 | NER Micro F1 | 80.7 |
Relation Extraction > Relation Classification | AbstRCT - Neoplasm | ResAttArg | https://arxiv.org/abs/2102.12227v3 | Macro F1 | 70.92 |
Relation Extraction > Relation Classification | TACRED | Deepstruct zero-shot | https://arxiv.org/abs/2205.10475v2 | F1 | 36.1 |
Relation Extraction > Relation Classification | TACRED | DeepEx (zero-shot top-1) | https://arxiv.org/abs/2109.11171v1 | F1 | 49.2 |
Relation Extraction > Relation Classification | TACRED | TANL (multi-task) | https://arxiv.org/abs/2101.05779v3 | F1 | 61.9 |
Relation Extraction > Relation Classification | TACRED | BERT | https://arxiv.org/abs/1905.07129v3 | F1 | 66.0 |
Relation Extraction > Relation Classification | TACRED | C-GCN | http://arxiv.org/abs/1809.10185v1 | F1 | 66.4 |
Relation Extraction > Relation Classification | TACRED | ERNIE | https://arxiv.org/abs/1905.07129v3 | F1 | 68.0 |
Relation Extraction > Relation Classification | TACRED | SpanBERT | https://arxiv.org/abs/1907.10529v3 | F1 | 70.8 |
Relation Extraction > Relation Classification | TACRED | RoBERTa | https://arxiv.org/abs/2002.01808v5 | F1 | 71.3 |
Relation Extraction > Relation Classification | TACRED | MTB Baldini Soares et al. (2019) | https://arxiv.org/abs/1906.03158v1 | F1 | 71.5 |
Relation Extraction > Relation Classification | TACRED | KnowBERT | https://arxiv.org/abs/1909.04164v2 | F1 | 71.5 |
Relation Extraction > Relation Classification | TACRED | KEPLER | https://arxiv.org/abs/1911.06136v3 | F1 | 71.7 |
Relation Extraction > Relation Classification | TACRED | TANL | https://arxiv.org/abs/2101.05779v3 | F1 | 71.9 |
Relation Extraction > Relation Classification | TACRED | K-Adapter | https://arxiv.org/abs/2002.01808v5 | F1 | 72.0 |
Relation Extraction > Relation Classification | TACRED | LUKE 483M | https://arxiv.org/abs/2010.01057v1 | F1 | 72.7 |
Relation Extraction > Relation Classification | TACRED | DeepStruct multi-task | https://arxiv.org/abs/2205.10475v2 | F1 | 74.9 |
Relation Extraction > Relation Classification | TACRED | DeepEx (zero-shot top-10) | https://arxiv.org/abs/2109.11171v1 | F1 | 76.4 |
Relation Extraction > Relation Classification | TACRED | DeepStruct multi-task w/ finetune | https://arxiv.org/abs/2205.10475v2 | F1 | 76.8 |
Relation Extraction > Relation Classification | CDCP | ResAttArg | https://arxiv.org/abs/2102.12227v3 | Macro F1 | 42.95 |
Relation Extraction > Relation Classification | DRI Corpus | ResAttArg | https://arxiv.org/abs/2102.12227v3 | Macro F1 | 37.72 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task w/ finetune | https://arxiv.org/abs/2205.10475v2 | F1 (5-way 1-shot) | 98.4 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task w/ finetune | https://arxiv.org/abs/2205.10475v2 | F1 (5-way 5-shot | 100 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task w/ finetune | https://arxiv.org/abs/2205.10475v2 | F1 (10-way 1-shot) | 97.8 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task w/ finetune | https://arxiv.org/abs/2205.10475v2 | F1 (10-way 5-shot) | 99.8 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task | https://arxiv.org/abs/2205.10475v2 | F1 (5-way 1-shot) | 93.6 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task | https://arxiv.org/abs/2205.10475v2 | F1 (5-way 5-shot | 96.4 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task | https://arxiv.org/abs/2205.10475v2 | F1 (10-way 1-shot) | 92.2 |
Relation Extraction > Relation Classification | FewRel | DeepStruct multi-task | https://arxiv.org/abs/2205.10475v2 | F1 (10-way 5-shot) | 94.6 |
Relation Extraction > Relation Classification | FewRel | Deepstruct zero-shot | https://arxiv.org/abs/2205.10475v2 | F1 (5-way 1-shot) | 72.4 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.