Emotion Recognition on MAFW
62.17AccuracyFaVChat
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FaVChatmodality=V2025.03 | 62.17 | — | — | 51.09 | |
| AVF-MAE++Evaluation Setting=Averaged over all splits2026.03 | 60.24 | — | — | — | |
| VAEmoEvaluation Setting=Averaged over all splits2026.03 | 58.91 | — | — | — | |
| MMA-DFERmodality=AV2025.03 | 58.52 | — | — | 44.11 | |
| Fineclipermodality=V2025.03 | 56.91 | — | — | 45.01 | |
| HiCMAEmodality=AV2025.03 | 56.17 | — | — | 42.65 | |
| MAE-DFERmodality=V2025.03 | 54.31 | — | — | 41.62 | |
| SVFAPmodality=V2025.03 | 54.28 | — | — | 41.19 | |
| DFER-CLIPEvaluation Setting=Averaged over all splits2026.03 | 52.59 | — | — | — | |
| DFER-CLIPmodality=V2025.03 | 52.55 | — | — | 38.89 | |
| TMEPmodality=AV2025.03 | 51.15 | — | — | 37.17 | |
| Qwen2.5-VL-7B-Facemodality=V2025.03 | 50.17 | — | — | 44.13 | |
| Qwen2.5-VL-72Bmodality=V2025.03 | 50.11 | — | — | 46.18 | |
| Crab+Evaluation Setting=First split2026.03 | 45.6 | — | — | — | |
| ERV2025.12 | — | 14.21 | 21.8 | — | |
| MIGR2025.12 | — | 7.16 | 11.5 | — | |
| Omni-EmotionMethodology=multimodal LLM2026.05 | — | — | — | 53.81 | |
| R1-Omni2025.12 | — | 25.14 | 38.5 | — |