Multimodal Understanding on MMBench (ECE, AUROC, AUPRC) benchmark leaderboard · SOTA2 Research

Multimodal Understanding on MMBench (ECE, AUROC, AUPRC)

4.44ECEQwen2.5-VL-7B

Evaluation Results

Method	Links
Qwen2.5-VL-7B2026.04		4.44	90.4	98.53	87.93
InternVL2.5-4B2026.04		5.12	89.22	97.98	86.24
MiniCPM-V-2.62026.04		5.14	89.97	98.4	88.01
InternVL3.5-8B2026.04		5.63	88.86	98.66	86.92
GPT-4o2026.04		6.04	69.67	92.68	35.63
MiniCPM-V-2.62026.04		7.45	74.71	93.62	52.27
GPT-4o2026.04		7.61	91.33	98.81	89.51
GPT-4o-mini2026.04		8.08	77.61	92.66	56.78
Phi-3.5-Vision2026.04		9.16	86.22	96.5	82.2
InternVL3.5-8B2026.04		9.35	72.93	95.18	53.12
InternVL2.5-4B2026.04		10.99	56.67	86.5	7.94
Phi-3.5-Vision2026.04		12.21	63.54	86.35	30.48
GPT-4o-mini2026.04		13.39	88.71	97.56	85.64
Qwen2.5-VL-7B2026.04		37.64	45.92	87.54	-2.19