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 > Temporal Relation Extraction > Temporal Relation Classification | MATRES | TIMERS | https://aclanthology.org/2021.acl-short.67 | F1 | 82.3 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TDDMan | DTRE | https://aclanthology.org/2022.coling-1.182 | F1 | 56.3 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TDDMan | SCS-EERE | https://www.aaai.org/AAAI22Papers/AAAI-3912.ManH.pdf | F1 | 51.1 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TDDMan | TIMERS | https://aclanthology.org/2021.acl-short.67 | F1 | 45.5 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TB-Dense | DTRE | https://aclanthology.org/2022.coling-1.182 | F1 | 72.3 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TB-Dense | RSGT | https://aclanthology.org/2022.coling-1.174 | F1 | 68.7 |
Relation Extraction > Temporal Relation Extraction > Temporal Relation Classification | TB-Dense | TIMERS | https://aclanthology.org/2021.acl-short.67 | F1 | 67.8 |
Relation Extraction > Dialog Relation Extraction | DDRel | BERT | https://arxiv.org/abs/2012.02553v1 | Session-level 4-class Acc | 47.1 |
Relation Extraction > Dialog Relation Extraction | DDRel | BERT | https://arxiv.org/abs/2012.02553v1 | Session-level 6-class Acc | 41.87 |
Relation Extraction > Dialog Relation Extraction | DDRel | BERT | https://arxiv.org/abs/2012.02553v1 | Session-level 13-class Acc | 39.4 |
Relation Extraction > Dialog Relation Extraction | DDRel | BERT | https://arxiv.org/abs/2012.02553v1 | Pair-level 4-class Acc | 58.13 |
Relation Extraction > Dialog Relation Extraction | DDRel | BERT | https://arxiv.org/abs/2012.02553v1 | Pair-level 6-class Acc | 42.33 |
Relation Extraction > Dialog Relation Extraction | DDRel | BERT | https://arxiv.org/abs/2012.02553v1 | Pair-level 13-class Acc | 39.73 |
Relation Extraction > Dialog Relation Extraction | DialogRE | HiDialog | https://arxiv.org/abs/2305.00262v1 | F1c (v2) | 68.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | HiDialog | https://arxiv.org/abs/2305.00262v1 | F1 (v2) | 77.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Large | https://arxiv.org/abs/2208.12494v4 | F1 (v1) | 75.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Large | https://arxiv.org/abs/2208.12494v4 | F1c (v1) | 66.7 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Large | https://arxiv.org/abs/2208.12494v4 | F1c (v2) | 67.8 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Large | https://arxiv.org/abs/2208.12494v4 | F1 (v2) | 75.5 |
Relation Extraction > Dialog Relation Extraction | DialogRE | DiaRE-D2G | https://www.ijcai.org/proceedings/2022/0570 | F1c (v2) | 69.8 |
Relation Extraction > Dialog Relation Extraction | DialogRE | DiaRE-D2G | https://www.ijcai.org/proceedings/2022/0570 | F1 (v2) | 74.5 |
Relation Extraction > Dialog Relation Extraction | DialogRE | TUCORE-GCN_RoBERTa | https://arxiv.org/abs/2109.04008v1 | F1c (v2) | 65.9 |
Relation Extraction > Dialog Relation Extraction | DialogRE | TUCORE-GCN_RoBERTa | https://arxiv.org/abs/2109.04008v1 | F1 (v2) | 73.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | SocAoG | https://arxiv.org/abs/2106.01006v3 | F1c (v2) | 66.5 |
Relation Extraction > Dialog Relation Extraction | DialogRE | SocAoG | https://arxiv.org/abs/2106.01006v3 | F1 (v2) | 69.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Base | https://arxiv.org/abs/2208.12494v4 | F1 (v1) | 69.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Base | https://arxiv.org/abs/2208.12494v4 | F1c (v1) | 62.4 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Base | https://arxiv.org/abs/2208.12494v4 | F1c (v2) | 61.7 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GRASP_Base | https://arxiv.org/abs/2208.12494v4 | F1 (v2) | 69.0 |
Relation Extraction > Dialog Relation Extraction | DialogRE | D-REX_RoBERTa | https://arxiv.org/abs/2109.05126v2 | F1 (v2) | 67.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | Dual | https://arxiv.org/abs/2105.10188v2 | F1 (v1) | 67.3 |
Relation Extraction > Dialog Relation Extraction | DialogRE | Dual | https://arxiv.org/abs/2105.10188v2 | F1c (v1) | 61.4 |
Relation Extraction > Dialog Relation Extraction | DialogRE | Dual | https://arxiv.org/abs/2105.10188v2 | F1c (v2) | 61.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | Dual | https://arxiv.org/abs/2105.10188v2 | F1 (v2) | 67.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | SimpleRE | https://arxiv.org/abs/2012.13873v2 | F1 (v1) | 66.3 |
Relation Extraction > Dialog Relation Extraction | DialogRE | SimpleRE | https://arxiv.org/abs/2012.13873v2 | F1c (v2) | 63.3 |
Relation Extraction > Dialog Relation Extraction | DialogRE | SimpleRE | https://arxiv.org/abs/2012.13873v2 | F1 (v2) | 66.7 |
Relation Extraction > Dialog Relation Extraction | DialogRE | SimpleRE | https://arxiv.org/abs/2012.13873v2 | F1 (Chinese) | 65.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | TUCORE-GCN_BERT | https://arxiv.org/abs/2109.04008v1 | F1c (v2) | 60.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | TUCORE-GCN_BERT | https://arxiv.org/abs/2109.04008v1 | F1 (v2) | 65.5 |
Relation Extraction > Dialog Relation Extraction | DialogRE | Joint_RoBERTa | https://arxiv.org/abs/2109.05126v2 | F1 (v2) | 65.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | KnowPrompt | https://arxiv.org/abs/2104.07650v7 | F1 (v1) | 66.0 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GDPNet | https://arxiv.org/abs/2012.06780v1 | F1 (v1) | 64.9 |
Relation Extraction > Dialog Relation Extraction | DialogRE | GDPNet | https://arxiv.org/abs/2012.06780v1 | F1c (v1) | 60.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | BERT+SIEF | https://arxiv.org/abs/2204.12679v1 | F1 (v1) | 61.8 |
Relation Extraction > Dialog Relation Extraction | DialogRE | BERT+SIEF | https://arxiv.org/abs/2204.12679v1 | F1c (v1) | 58.4 |
Relation Extraction > Dialog Relation Extraction | DialogRE | BERTS | https://arxiv.org/abs/2004.08056v1 | F1 (v1) | 61.2 |
Relation Extraction > Dialog Relation Extraction | DialogRE | BERTS | https://arxiv.org/abs/2004.08056v1 | F1c (v1) | 55.4 |
Relation Extraction > Dialog Relation Extraction | DialogRE | DHGAT | https://arxiv.org/abs/2009.05092v3 | F1 (v1) | 56.1 |
Relation Extraction > Dialog Relation Extraction | DialogRE | DHGAT | https://arxiv.org/abs/2009.05092v3 | F1c (v1) | 50.7 |
Relation Extraction > Dialog Relation Extraction | DialogRE | BiLSTM | https://arxiv.org/abs/2004.08056v1 | F1 (v1) | 48.6 |
Relation Extraction > Dialog Relation Extraction | DialogRE | BiLSTM | https://arxiv.org/abs/2004.08056v1 | F1c (v1) | 45 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | KGPOOL | https://arxiv.org/abs/2106.00459v2 | P@10% | 92.3 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | KGPOOL | https://arxiv.org/abs/2106.00459v2 | P@30% | 86.7 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | RECON | https://arxiv.org/abs/2009.08694v2 | P@10% | 87.5 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | RECON | https://arxiv.org/abs/2009.08694v2 | P@30% | 74.1 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | CGRE | https://arxiv.org/abs/2105.11225v4 | P@10% | 84.5 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | CGRE | https://arxiv.org/abs/2105.11225v4 | P@30% | 71.5 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | CGRE | https://arxiv.org/abs/2105.11225v4 | AUC | 0.52 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | BGWA | http://arxiv.org/abs/1804.06987v1 | P@10% | 70.9 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | BGWA | http://arxiv.org/abs/1804.06987v1 | P@30% | 52.4 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | PCNN+ATT | https://aclanthology.org/p16-1200 | P@10% | 69.4 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | PCNN+ATT | https://aclanthology.org/p16-1200 | P@30% | 51.8 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | PCNN | https://aclanthology.org/D15-1203 | P@10% | 61.3 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | PCNN | https://aclanthology.org/D15-1203 | P@30% | 46.5 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | REDSandT | https://arxiv.org/abs/2102.01156v1 | AUC | 0.424 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | BiGRU+WLA+EWA | http://arxiv.org/abs/1808.06738v2 | AUC | 0.390 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | BiGRU+WLA+EWA | http://arxiv.org/abs/1808.06738v2 | Average Precision | 0.390 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | BGRU-SET | http://arxiv.org/abs/1808.06738v2 | AUC | 0.390 |
Relation Extraction > Relationship Extraction (Distant Supervised) | New York Times Corpus | BGRU-SET | http://arxiv.org/abs/1808.06738v2 | Average Precision | 0.390 |
Relation Extraction > Relationship Extraction (Distant Supervised) | NYT | DocDS | https://arxiv.org/abs/2012.04334v2 | PR AUC | 0.595 |
Relation Extraction > Relationship Extraction (Distant Supervised) | NYT | DocDS | https://arxiv.org/abs/2012.04334v2 | P@100 | 0.939 |
Relation Extraction > Relationship Extraction (Distant Supervised) | NYT | DocDS | https://arxiv.org/abs/2012.04334v2 | P@200 | 0.889 |
Relation Extraction > Relationship Extraction (Distant Supervised) | NYT | DocDS | https://arxiv.org/abs/2012.04334v2 | P@300 | 0.873 |
Relation Extraction > Binary Relation Extraction | SciREX | TempGen | https://arxiv.org/abs/2109.04901v1 | Avg. F1 | 14.47 |
Relation Extraction > Binary Relation Extraction | BioRED | PubMedBERT | https://arxiv.org/abs/2204.04263v2 | F1 | 72.9 |
Relation Extraction > Binary Relation Extraction | BioRED | BERT-GT | https://arxiv.org/abs/2101.04158v1 | F1 | 72.1 |
Relation Extraction > Zero-shot Relation Triplet Extraction | FewRel | ZETT | https://arxiv.org/abs/2212.10708v2 | Avg. F1 | 31.28 |
Relation Extraction > Zero-shot Relation Triplet Extraction | FewRel | RelationPrompt | https://arxiv.org/abs/2203.09101v1 | Avg. F1 | 24.61 |
Relation Extraction > Zero-shot Relation Triplet Extraction | FewRel | TableSequence | https://arxiv.org/abs/2010.03851v1 | Avg. F1 | 6.37 |
Relation Extraction > Zero-shot Relation Triplet Extraction | Wiki-ZSL | RelationPrompt | https://arxiv.org/abs/2203.09101v1 | Avg. F1 | 31.19 |
Relation Extraction > Zero-shot Relation Triplet Extraction | Wiki-ZSL | TableSequence | https://arxiv.org/abs/2010.03851v1 | Avg. F1 | 6.4 |
Relation Extraction > 4-ary Relation Extraction | SciREX | TempGen | https://arxiv.org/abs/2109.04901v1 | Avg. F1 | 3.55 |
Relation Extraction > Hyper-Relational Extraction | HyperRED | Text2NKG | https://arxiv.org/abs/2310.05185v3 | Avg. F1 | 83.81 |
Relation Extraction > Hyper-Relational Extraction | HyperRED | CubeRE | https://arxiv.org/abs/2211.10018v1 | Avg. F1 | 65.04 |
Relation Extraction > Hyper-Relational Extraction | HyperRED | Pipeline Baseline | https://arxiv.org/abs/2211.10018v1 | Avg. F1 | 62.75 |
Relation Extraction > Hyper-Relational Extraction | HyperRED | Generative Baseline | https://arxiv.org/abs/2211.10018v1 | Avg. F1 | 62.03 |
Relation Extraction > DrugProt | DrugProt | R-BERT-CNN | https://arxiv.org/abs/2111.00611v1 | F1 (micro) | 55.67 |
Music Auto-Tagging | MagnaTagATune | M2D2 AS+ | https://arxiv.org/abs/2503.22104v1 | ROC AUC | 91.8 |
Music Auto-Tagging | MagnaTagATune | M2D2 AS+ | https://arxiv.org/abs/2503.22104v1 | PR-AUC | 41.6 |
Music Auto-Tagging | MagnaTagATune | MATPAC (SSL, linear eval) | https://arxiv.org/abs/2502.12031v1 | ROC AUC | 91.6 |
Music Auto-Tagging | MagnaTagATune | MATPAC (SSL, linear eval) | https://arxiv.org/abs/2502.12031v1 | PR-AUC | 41.1 |
Music Auto-Tagging | MagnaTagATune | CLMR | https://arxiv.org/abs/2103.09410v2 | ROC AUC | 88.5 |
Music Auto-Tagging | MagnaTagATune | CLMR | https://arxiv.org/abs/2103.09410v2 | PR-AUC | 35.4 |
Music Auto-Tagging | TimeTravel | Fellini | https://arxiv.org/abs/2102.04680v1 | 0..5sec | 5 |
Music Auto-Tagging | Million Song Dataset | CLMR | https://arxiv.org/abs/2103.09410v2 | PR-AUC | 25.0 |
Music Auto-Tagging | Million Song Dataset | CLMR (ours) | https://arxiv.org/abs/2103.09410v2 | ROC-AUC | 85.7 |
Music Auto-Tagging | MagnaTagATune (clean) | Short-chunk CNN + Res | https://arxiv.org/abs/2006.00751v1 | ROC-AUC | 91.29 |
Music Auto-Tagging | MagnaTagATune (clean) | Short-chunk CNN + Res | https://arxiv.org/abs/2006.00751v1 | PR-AUC | 46.14 |
Music Auto-Tagging | MagnaTagATune (clean) | EAsT-KD + PaSST | https://arxiv.org/abs/2306.17424v1 | ROC-AUC | 91.5 |
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