Relation Extraction on NYT HRL 11
56.23F1 ScoreRERE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| REREEvaluation Match=Partial2021.05 | 56.23 | 53.12 | 59.59 | — | |
| InstructUIEParameters=11B2026.04 | 56.06 | — | — | — | |
| TPLinkerEvaluation Match=Partial, Implementation Source=Re-implementation2021.05 | 55.67 | 56.2 | 55.14 | — | |
| REREEvaluation Match=Exact2021.05 | 55.47 | 52.4 | 58.91 | — | |
| TPLinkerEvaluation Match=Exact, Implementation Source=Re-implementation2021.05 | 55.28 | 55.43 | 55.12 | — | |
| CasRelEvaluation Match=Partial, Implementation Source=Re-implementation2021.05 | 53.9 | 50.1 | 58.4 | — | |
| HRLEvaluation Match=Partial, Implementation Source=Quoted from Wei et al. (2020)2021.05 | 53.8 | 53.8 | 53.8 | — | |
| SPTreeEvaluation Match=Partial, Implementation Source=Quoted from Wei et al. (2020)2021.05 | 53.1 | 52.2 | 54.1 | — | |
| ProUIEParameters=4B2026.04 | 52.68 | — | — | — | |
| CasRelEvaluation Match=Exact, Implementation Source=Re-implementation2021.05 | 51.25 | 47.88 | 55.13 | — | |
| NovelTaggingEvaluation Match=Partial, Implementation Source=Quoted from Wei et al. (2020)2021.05 | 47.9 | 46.9 | 48.9 | — | |
| RERE-LSTMEvaluation Match=Partial, Backbone=LSTM2021.05 | 43.52 | 56.46 | 35.4 | — | |
| CoTypeEvaluation Match=Partial, Implementation Source=Quoted from Wei et al. (2020)2021.05 | 43 | 48.6 | 38.6 | — | |
| CopyREvaluation Match=Partial, Implementation Source=Quoted from Wei et al. (2020)2021.05 | 42.1 | 34.7 | 53.4 | — | |
| KB MatchEvaluation Match=Partial2021.05 | 37.7 | 47.92 | 31.08 | — | |
| MultiREvaluation Match=Partial, Implementation Source=Quoted from Wei et al. (2020)2021.05 | 31.7 | 32.8 | 30.6 | — | |
| InstructUIE2023.04 | — | — | — | 55.47 |