Scientific Image Quality Assessment on SIQA-S 1.0 (test) benchmark leaderboard · SOTA2 Research

Scientific Image Quality Assessment on SIQA-S 1.0 (test)

0.857Perception SRCCSIQA-Judger

Evaluation Results

Method	Links
SIQA-Judger2026.03		0.857	0.881	0.915	0.937	0.886	0.909
HyperIQA2026.03		0.773	0.783	0.897	0.895	0.835	0.839
Q-Align2026.03		0.749	0.762	0.285	0.4	0.517	0.581
CLIP-IQA+2026.03		0.724	0.676	0.862	0.801	0.793	0.741
GPT-4o2026.03		0.694	0.699	0.836	0.85	0.765	0.775
Qwen3-VL-235B2026.03		0.629	0.678	0.862	0.831	0.746	0.755
InternVL3.5-241B2026.03		0.6	0.638	0.835	0.835	0.717	0.736
Doubao-1.5-Vision-Pro2026.03		0.596	0.669	0.799	0.845	0.698	0.757
Llama-3.2-90B-Vision2026.03		0.568	0.611	0.482	0.58	0.525	0.596
CLIP-IQA2026.03		0.496	0.52	0.362	0.435	0.429	0.478
GPT-3.5-turbo2026.03		0.48	0.425	0.699	0.665	0.589	0.545
NIQE2026.03		0.345	0.235	0.447	0.41	0.396	0.322