| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LaMP Citation | RankGPT (GPT-5-nano) | Accuracy73.8 | 24 | 1mo ago | |
| Scientific Paper Domains Overall (test) | H-LM | Precision@373.6 | 20 | 1mo ago | |
| Scientific Paper Domains Social science (test) | H-LM | P@30.756 | 20 | 1mo ago | |
| Scientific Paper Domains Natural science (test) | H-LM | P@30.736 | 20 | 1mo ago | |
| AAN (ACL Anthology Network) (test) | CDLM | F1 Score88.8 | 10 | 1mo ago | |
| S2orc (Semantic Scholar Open Research Corpus) (test) | CDLM | F1 Score96.5 | 8 | 1mo ago | |
| OC (OpenCorpus) (test) | CDLM | F1 Score95.3 | 8 | 1mo ago | |
| ArSyTa | Ours | MRR24.01 | 5 | 1mo ago | |
| arXiv | Ours | MRR30.46 | 5 | 1mo ago | |
| Refseer | Ours | MRR32.57 | 5 | 1mo ago | |
| FullTextPeerRead | Ours | MRR59.68 | 5 | 1mo ago | |
| ACL-200 | Ours | MRR50.31 | 5 | 1mo ago | |
| Microsoft Academic Graph (MAG) 1,000-paper (test) | Recall@1047.43 | 5 | 1mo ago | ||
| ArSyTa (test) | SymTax (SciV) | Recall@521.78 | 5 | 1mo ago | |
| arXiv HAtten (test) | SymTax (SpecG) | Recall@529.05 | 5 | 1mo ago | |
| RefSeer (test) | SymTax (SciV) | Recall@50.3721 | 5 | 1mo ago | |
| FullTextPeerRead (test) | SymTax (SciV) | Recall@562.16 | 5 | 1mo ago | |
| ACL-200 (test) | SymTax (SciV) | Recall@50.5302 | 5 | 1mo ago |
