| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MELD | PRC-Emo | Weighted Avg F170.44 | 180 | 14d ago | |
| IEMOCAP (test) | LaERC-S | Weighted Average F1 Score72.4 | 168 | 1mo ago | |
| MELD (test) | PRC-Emo | Weighted F170.44 | 143 | 1mo ago | |
| CHERMA | HyperEmo-ChatGLM3-6B | Weighted F1 Score75.79 | 19 | 14d ago | |
| MELD Standard (test) | InstructERC | Weighted F169.15 | 19 | 3mo ago | |
| IEMOCAP | DAG-ERC | F1 Score68.03 | 19 | 3mo ago | |
| IEMOCAP 1.0 (test) | EmoBERTa | Weighted F1 Score68.57 | 17 | 3mo ago | |
| MELD 1.0 (test) | EmoBERTa | Weighted F165.61 | 17 | 3mo ago | |
| MELD | VL2E | F1 Score67.29 | 16 | 2mo ago | |
| DailyDialog (test) | F1 Score0.6312 | 16 | 3mo ago | ||
| SEMAINE | TL-ERC | DV (r)0.66 | 15 | 3mo ago | |
| MELD | VISAFF | Weighted F167.12 | 14 | 15d ago | |
| AVG IEMOCAP, MELD, EmoryNLP | SELF-EMO | W-F160.91 | 11 | 1mo ago | |
| MELD | GA2MIF | F1 (Neutral)76.92 | 7 | 3mo ago | |
| MOSI 2-class (test) | MiSTER-E | Weighted F187.9 | 5 | 2mo ago |
