Score regression on EVAFusion (test) benchmark leaderboard · SOTA2 Research

Score regression on EVAFusion (test)

0.648SRCCFuScore (3-seed ensemble)

Evaluation Results

Method	Links
FuScore (3-seed ensemble)2026.05		0.648	0.65	0.504	77.6	0.467	0.291
FuScore (single-seed)2026.05		0.637	0.64	0.494	76.7	0.451	0.297
ViT-L+MLP2026.05		0.554	0.559	0.428	74.7	0.418	—
Qwen3-VL-8B + LoRA-MSE2026.05		0.537	0.529	0.431	72.8	0.417	—
Qwen3-VL-8B + CE (one-hot)2026.05		0.495	0.488	0.375	70.2	0.362	1.854
Qabf2026.05		0.344	0.356	0.25	69.5	0.332	—
VIF2026.05		0.34	0.302	0.25	69.8	0.335	—
DeQA-Score2026.05		0.308	0.306	0.231	67.6	0.298	1.298
Q-Align2026.05		0.281	0.27	0.213	69.2	0.325	2.601
MI2026.05		0.256	0.26	0.187	64.2	0.241	—
Qwen3-VL-8B2026.05		0.156	0.164	0.115	61.6	0.196	4.683
CLIP-IQA2026.05		0.11	0.12	0.08	56	0.099	—
MUSIQ2026.05		0.066	0.079	0.05	55.4	0.092	—