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Emotion Recognition on MELD (held-out)

71.1F1 ScoreOMNISAPIENS-7B SFT
39.06847.38455.764.016Oct 6, 2025

Evaluation results

MethodLinks
OMNISAPIENS-7B SFTfine-tuning epochs=1, training mode=SFT2025.1071.1
Qwen 2.5-Omni-7B SFTfine-tuning epochs=1, training mode=SFT2025.1068.4
Qwen 2.5-Omni-7Bfine-tuning epochs=0, training mode=pre-trained2025.1066.1
Gemma-3-4Bfine-tuning epochs=0, training mode=pre-trained2025.1064.2
HumanOmniV2-7Bfine-tuning epochs=0, training mode=pre-trained2025.1063.3
Qwen-2.5-VL-7Bfine-tuning epochs=0, training mode=pre-trained2025.1057.1
OMNISAPIENS-7B RLzero-shot=true2025.1054.9
Qwen 2.5-Omni-7Bzero-shot=true2025.1040.3