Emotion Recognition on CREMA-D (WA, UA)
56WA (Weighted Average)HumanOmniV2-7B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HumanOmniV2-7BModel size=7B2025.10 | 56 | — | |
| OMNISAPIENS-7B BAMMethod variant=BAM2025.10 | 54.8 | — | |
| OMNISAPIENS-7B SFTMethod variant=SFT2025.10 | 54.2 | — | |
| Qwen 2.5-Omni-7BModel size=7B2025.10 | 52.1 | — | |
| Qwen-2.5-VL-7BModel size=7B2025.10 | 50.1 | — | |
| OMNISAPIENS-7B RLMethod variant=RL2025.10 | 50.1 | — | |
| Gemma-3-4BModel size=4B2025.10 | 49.5 | — | |
| CLSPZero-shot=true2026.01 | 35.1 | 37.2 | |
| Auden-Voice CLAPZero-shot=true2026.01 | 30.2 | — | |
| ParaCLAPZero-shot=true2026.01 | 29.8 | 29.6 | |
| LAION-AI CLAPZero-shot=true2026.01 | 21 | 19.2 | |
| GLAPZero-shot=true2026.01 | 13.6 | 17.9 |