| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Subj | BC | Macro F174.1 | 18 | 1mo ago | |
| Subj (test) | IDAICL | Macro-F189.3 | 13 | 1mo ago | |
| SST-2 (test) | GPT-3 (CC) | Macro F196.4 | 9 | 1mo ago | |
| TREC | GPT-3 (DC) | Macro-F176.9 | 6 | 1mo ago | |
| AG News | GPT-3 (CC) | Macro F186 | 6 | 1mo ago | |
| Financial phrasebank | GPT-3 (DC) | Macro-F169.5 | 6 | 1mo ago | |
| SST-5 | GPT-3 (DC) | Macro-F142.4 | 6 | 1mo ago | |
| DBpedia | GPT-J (DC) | Macro F192.4 | 3 | 1mo ago | |
| Poem sentiment | GPT-J (DC) | Macro F131.4 | 3 | 1mo ago | |
| MR | Macro F193.1 | 3 | 1mo ago | ||
| CR | GPT-J (DC) | Macro F187 | 3 | 1mo ago | |
| TREC (test) | RoBERTa-large (Domain-context Calibration) | Macro F12.26 | 3 | 1mo ago | |
| DBpedia (DB) (test) | RoBERTa-large (Domain-context Calibration) | Macro F174.2 | 3 | 1mo ago | |
| Poem sentiment (PS) (test) | RoBERTa-large (Domain-context Calibration) | Macro F126.2 | 3 | 1mo ago | |
| Financial phrasebank (FP) (test) | RoBERTa-large (Domain-context Calibration) | Macro F143.3 | 3 | 1mo ago | |
| SST-5 (test) | RoBERTa-large (Domain-context Calibration) | Macro F135.1 | 3 | 1mo ago | |
| MR (test) | RoBERTa-large (Domain-context Calibration) | Macro F182.5 | 3 | 1mo ago | |
| CR (test) | RoBERTa-large (Original) | Macro F182.3 | 3 | 1mo ago |
