Speech Emotion Recognition on JLCorpus 10 classes (test)
0.8646WAPhysioSER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PhysioSERBackbone=BEATs2026.02 | 0.8646 | 0.8686 | 0.8641 | 18.23 | |
| PhysioSERBackbone=WavLM2026.02 | 0.8417 | 0.8375 | 0.8364 | 14.45 | |
| PhysioSERBackbone=Emotion2Vec2026.02 | 0.8063 | 0.8025 | 0.7991 | 17.28 | |
| PhysioSERBackbone=CLAP2026.02 | 0.7625 | 0.7618 | 0.7631 | 52.5 | |
| WavLMEvaluation Mode=Backbone-only2026.02 | 0.7354 | 0.7295 | 0.722 | — | |
| BEATsEvaluation Mode=Backbone-only2026.02 | 0.7313 | 0.7222 | 0.7187 | — | |
| PhysioSERBackbone=HuBERT2026.02 | 0.7188 | 0.712 | 0.7096 | 40.25 | |
| Emotion2VecEvaluation Mode=Backbone-only2026.02 | 0.6875 | 0.685 | 0.6796 | — | |
| PhysioSERBackbone=Wav2vec22026.02 | 0.6688 | 0.6674 | 0.6631 | 136.07 | |
| HuBERTEvaluation Mode=Backbone-only2026.02 | 0.5125 | 0.5032 | 0.4928 | — | |
| CLAPEvaluation Mode=Backbone-only2026.02 | 0.5 | 0.4996 | 0.4828 | — | |
| Wav2vec2Evaluation Mode=Backbone-only2026.02 | 0.2833 | 0.2814 | 0.2486 | — |