Speech Emotion Recognition on EMNS 8 classes (test)
85.59WAPhysioSER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PhysioSERBackbone=BEATs2026.02 | 85.59 | 85.63 | 85.17 | 5.2 | |
| PhysioSERBackbone=WavLM2026.02 | 83.05 | 82.73 | 82.44 | 6.52 | |
| BEATsEvaluation Mode=Backbone-only2026.02 | 81.36 | 81.25 | 81.02 | — | |
| PhysioSERBackbone=CLAP2026.02 | 80.51 | 81.32 | 80.1 | 25.5 | |
| WavLMEvaluation Mode=Backbone-only2026.02 | 77.97 | 77.96 | 77.47 | — | |
| PhysioSERBackbone=Emotion2Vec2026.02 | 67.8 | 67.4 | 66.91 | 5.97 | |
| CLAPEvaluation Mode=Backbone-only2026.02 | 64.15 | 65.27 | 65.68 | — | |
| Emotion2VecEvaluation Mode=Backbone-only2026.02 | 63.98 | 63.97 | 63.74 | — | |
| PhysioSERBackbone=HuBERT2026.02 | 62.29 | 63.24 | 63.25 | 54.76 | |
| PhysioSERBackbone=Wav2vec22026.02 | 59.32 | 60.6 | 58.64 | 81.8 | |
| HuBERTEvaluation Mode=Backbone-only2026.02 | 40.25 | 40.76 | 37.61 | — | |
| Wav2vec2Evaluation Mode=Backbone-only2026.02 | 32.63 | 33.35 | 32.61 | — |