| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SemEval 2017 | PromptRank | F1@527.14 | 23 | 4d ago | |
| Inspec (test) | Attention-Seeker | F1@535.49 | 15 | 4d ago | |
| SemEval Task 10 ScienceIE 2017 (test) | Phraseformer(BERT, ExEm_ft) | F1 Score67.13 | 15 | 4d ago | |
| SemEval 2010 (test) | Attention-Seeker | F1@519 | 14 | 4d ago | |
| OpenKP (dev) | RealFormer | F1@344.27 | 13 | 4d ago | |
| SE-2010 (test) | Phraseformer(BERT, ExEm_ft) | F1 Score48.65 | 12 | 4d ago | |
| Krapivin (test) | Attention-Seeker | F1@520.79 | 11 | 4d ago | |
| Krapivin | PromptRank | F1@516.11 | 9 | 4d ago | |
| NUS | PromptRank | F1@517.24 | 9 | 4d ago | |
| DUC 2001 | PromptRank | F1 Score @ 527.39 | 9 | 4d ago | |
| Inspec | PromptRank | F1 Score @ 531.73 | 9 | 4d ago | |
| Arxiv (test) | SigExt | R@3535.4 | 6 | 4d ago | |
| M.Bank (test) | SigExt | Recall@1565.7 | 6 | 3d ago | |
| CNN (test) | SigExt | Recall@150.336 | 6 | 3d ago | |
| SAMSum (test) | GP-SigExt | R@1585.5 | 6 | 4d ago | |
| Inspec Avg. Match (test) | PatternRankNP | Precision @ 562.4 | 5 | 4d ago | |
| Inspec Partial Match (test) | PatternRankNP | Precision @583.64 | 5 | 4d ago | |
| Inspec Exact Match (test) | PatternRankPOS | Precision @541.76 | 5 | 4d ago | |
| OpenKP leaderboard official (test) | ETC | Extraction Score0.4205 | 1 | 4d ago |
