| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AG-NEWS | RoBERTa | Accuracy94.1 | 248 | 2d ago | |
| AG News (test) | PLM | Accuracy94.4 | 210 | 3d ago | |
| SST-2 (test) | Accuracy98 | 185 | 2d ago | ||
| TREC | RoBERTa_BASE + UniDrop | Accuracy98 | 179 | 3d ago | |
| Yahoo! Answers (test) | EXAM | Clean Accuracy74.8 | 133 | 3d ago | |
| SST-2 | LORA | Accuracy97.09 | 129 | 3d ago | |
| SST-2 | Heinsen Routing | Accuracy96 | 121 | 3d ago | |
| AgNews | ULMFIT | Accuracy95 | 119 | 3d ago | |
| AGNEWS | FreeLB | Clean Accuracy95.2 | 118 | 3d ago | |
| TREC (test) | Accuracy97.2 | 113 | 3d ago | ||
| DBpedia (DBP) | Accuracy99.2 | 110 | 3d ago | ||
| IMDB | Heinsen Routing | Accuracy96.2 | 107 | 3d ago | |
| 20News | Accuracy96.77 | 101 | 3d ago | ||
| MR (test) | PRL | Accuracy91.27 | 99 | 3d ago | |
| MR | VLAWE | Accuracy93.3 | 93 | 3d ago | |
| BoolQ | Accuracy90.7 | 84 | 3d ago | ||
| Amazon | BadTemplate | Accuracy89.71 | 81 | 3d ago | |
| IMDB (test) | Protoformer | CA96.8 | 79 | 3d ago | |
| RTE | Accuracy84.4 | 78 | 3d ago | ||
| IMDB (test) | MoLAM | Accuracy95.38 | 77 | 3d ago | |
| 20 Newsgroups (test) | Accuracy85.8 | 71 | 3d ago | ||
| SST-5 (test) | PRL | Accuracy56.21 | 58 | 3d ago | |
| R8 (test) | Drop Clause Tsetlin Machine | Accuracy98.94 | 56 | 3d ago | |
| AGNews, Amazon, DBPedia, Yahoo, and Yelp (test) | PPSEBM 0.05 GEN | Exact Match (EM)80.8 | 55 | 3d ago | |
| Yelp (test) | Accuracy94.8 | 55 | 3d ago |
