Fundus Image Quality Assessment on mBRSET (test) benchmark leaderboard · SOTA2 Research

Fundus Image Quality Assessment on mBRSET (test)

82.95BAccEFIQA

Evaluation Results

Method	Links
EFIQA2026.06		82.95	92.13	40.27	90.28	99.21
FIT2026.06		80.63	89.19	34.16	87.42	98.95
FGR-Net2026.06		80.34	93.04	39.25	89.75	99.23
MCF-Net2026.06		80.04	92.7	38.28	89.48	99.18
IL-NIQE2026.06		78.27	90.07	32.68	85.01	98.41
AutoMorph2026.06		74.08	66.79	22.27	93.73	99.49
NIQE2026.06		69.17	82.91	19.34	75.97	97.72
ARNIQA2026.06		57.47	78.52	7.27	58.3	95.63
TOPIQ2026.06		50.09	92.97	0.16	43.27	91.63
MANIQA2026.06		49.95	86.6	0	37.75	91.03