Speech Emotion Recognition on EmoV-DB 5 classes (test)
99.42WAPhysioSER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PhysioSERBackbone=WavLM2026.02 | 99.42 | 99.34 | 99.41 | 1.34 | |
| PhysioSERBackbone=Emotion2Vec2026.02 | 99.27 | 99.19 | 99.22 | 3.87 | |
| PhysioSERBackbone=BEATs2026.02 | 99.2 | 99.15 | 99.17 | 0.44 | |
| BEATsEvaluation Mode=Backbone-only2026.02 | 98.77 | 98.64 | 98.66 | — | |
| PhysioSERBackbone=HuBERT2026.02 | 98.19 | 98.16 | 98.07 | 2.51 | |
| WavLMEvaluation Mode=Backbone-only2026.02 | 98.11 | 98.03 | 97.96 | — | |
| PhysioSERBackbone=CLAP2026.02 | 97.9 | 97.55 | 97.73 | 2.04 | |
| PhysioSERBackbone=Wav2vec22026.02 | 97.1 | 96.95 | 96.92 | 19.23 | |
| CLAPEvaluation Mode=Backbone-only2026.02 | 95.94 | 95.8 | 95.64 | — | |
| HuBERTEvaluation Mode=Backbone-only2026.02 | 95.79 | 95.43 | 95.44 | — | |
| Emotion2VecEvaluation Mode=Backbone-only2026.02 | 95.57 | 95.33 | 95.3 | — | |
| Wav2vec2Evaluation Mode=Backbone-only2026.02 | 81.44 | 80.56 | 80.52 | — |