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Multimodal Understanding on MMT emo

60.8Accuracy

CoMemo

Updated 1mo ago

Evaluation Results

Method	Links
CoMemo 2026.05		60.8
PVM-8B (SFT) 2026.05		58.3
PVM-8B (SFT + GRPO) 2026.05		58.3
PVM-4B (SFT) 2026.05		57.5
Qwen3-VL-8B-Instruct 2026.05		56.7
Qwen3-VL-4B-Instruct 2026.05		56.7
Qwen3-VL-4B (LoRA-SFT + GRPO) 2026.05		55.8
PVM-4B (SFT + GRPO) 2026.05		55.8
PEARL-8B 2026.05		55
Qwen3-VL-4B (LoRA-SFT) 2026.05		55
MemVR 2026.05		54.2
ICoT 2026.05		54.2
Euclid-8B 2026.05		54.2
Qwen3-VL-8B (SFT + GRPO) 2026.05		54.2
Qwen3-VL-4B (SFT + GRPO) 2026.05		53.3
Qwen3-VL-8B (LoRA-SFT + GRPO) 2026.05		52.5
OneThinker-8B 2026.05		51.7
Qwen3-VL-8B (LoRA-SFT) 2026.05		51.7
Qwen3-VL-8B (SFT) 2026.05		50.8
Qwen3-VL-4B (SFT) 2026.05		50.8