| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IEMOCAP | Self-EmoQ | BERT Score0.52 | 18 | 1mo ago | |
| MELD | FSM | BERT Score0.55 | 18 | 1mo ago | |
| EmoryNLP | FSM | BERT Score0.5 | 18 | 1mo ago | |
| DailyDialog | Self-EmoQ | BERT Score0.54 | 18 | 1mo ago | |
| 27 fine-grained emotion tasks (Male) | EmoInstruct-TTS (Dual-Path) | MOS4.05 | 5 | 1mo ago | |
| 27 fine-grained emotion tasks (Female) | EmoInstruct-TTS (Dual-Path) | MOS4.12 | 5 | 1mo ago | |
| 48-category emotional speech synthesis zero-shot | EmoInstruct-TTS (Dual-Path) | ECS87 | 5 | 1mo ago | |
| ESD English (test) | EmoShift | Score (Neutral)78.39 | 5 | 4mo ago | |
| ESD-plus | Emo-LiPO | Speech Quality (Win Rate)94.29 | 3 | 1mo ago |
