| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AG News (test) | BERT-base w/ NS-LF | Accuracy94.7 | 326 | 1mo ago | |
| TREC | RoBERTa_BASE + UniDrop | Accuracy98 | 311 | 1mo ago | |
| AG-NEWS | RoBERTa | Accuracy94.1 | 248 | 4mo ago | |
| 20News | Accuracy96.77 | 189 | 1mo ago | ||
| SST-2 (test) | Accuracy98 | 185 | 4mo ago | ||
| MR | Accuracy94.52 | 174 | 2mo ago | ||
| MR (test) | PLR-4 | Accuracy93.13 | 164 | 29d ago | |
| AGNews | Accuracy94.4 | 161 | 17d ago | ||
| Yahoo! Answers (test) | EXAM | Clean Accuracy74.8 | 147 | 1mo ago | |
| IMDB | Heinsen Routing | Accuracy96.2 | 141 | 1mo ago | |
| SST-2 | PRL | Accuracy96.32 | 136 | 3mo ago | |
| SST-2 | LORA | Accuracy97.09 | 133 | 1mo ago | |
| TREC (test) | Accuracy97.2 | 132 | 25d ago | ||
| DBpedia (DBP) | BERT-large | Accuracy99.38 | 131 | 17d ago | |
| BoolQ | Accuracy90.7 | 124 | 1mo ago | ||
| SST-5 | LS-LLaMA-2-7B | Accuracy62.31 | 119 | 1mo ago | |
| AgNews | ULMFIT | Accuracy95 | 119 | 4mo ago | |
| AGNEWS | FreeLB | Clean Accuracy95.2 | 118 | 4mo ago | |
| R8 | Drop Clause Tsetlin Machine | Accuracy98.94 | 113 | 17d ago | |
| TweetEval | MIC | Accuracy72.69 | 112 | 1mo ago | |
| RTE | Accuracy84.84 | 110 | 1mo ago | ||
| DBPedia | Accuracy97.68 | 104 | 2mo ago | ||
| Yelp (test) | Accuracy94.8 | 100 | 2mo ago | ||
| R52 | G-Loss | Accuracy96.65 | 98 | 17d ago | |
| SUBJ | CA (%)93.36 | 94 | 2mo ago |
