Multi-Exposure Image Fusion on MEFB benchmark leaderboard · SOTA2 Research

Multi-Exposure Image Fusion on MEFB

71.88Standard Deviation (SD)CCF

Evaluation Results

Method	Links
CCF2024.11		71.88	—	—	5.7	20.28	—	3	—	—
MTIF2025.12		69.71	—	7.36	6.35	22.09	—	—	1.35	0.75
FILM2025.12		69.02	—	7.31	6.15	20.98	—	—	0.98	0.77
DDFM2024.11		67.3	—	—	3.82	13.4	—	2.12	—	—
U2Fusion2024.11		64.88	—	—	5.56	18.74	—	2.05	—	—
Text-IF2024.11		62.51	—	—	4.78	17.26	—	1.46	—	—
PMGI2024.11		62.36	13.33	7.25	5.35	18.6	9.57	—	—	—
AGAL2025.12		60.63	—	7.14	5.33	17.77	—	—	0.79	0.65
DeFusion2025.12		56.46	—	7.1	4.48	14.86	—	—	0.7	0.59
MGDN2025.12		55.97	—	7.25	5.76	18.09	—	—	0.96	0.65
HoLoCo2025.12		53.88	—	7.2	4.34	12.8	—	—	0.73	0.54
IFCNN2024.11		52.86	15.94	7.1	6.38	21.99	11.41	—	—	—
HoLoCo2024.11		52.83	12.27	7.19	4.65	13.56	13.63	—	—	—
DeFusion2024.11		52.75	—	—	4.32	14.12	—	-0.97	—	—
IFCNN2025.12		52.49	—	6.99	5.34	18.16	—	—	0.71	0.69
DEM2024.11		52.35	13.6	7.32	5.46	18.85	11.68	—	—	—
U2Fusion2024.11		52.27	12.06	6.93	4.65	15.37	13.66	—	—	—
IFCNN2024.11		51.78	14.48	7.06	5.85	20.41	11.6	—	—	—
SDNet2025.12		51.77	—	6.59	5.27	20.53	—	—	0.55	0.42
MEFCNN2024.11		51.29	12.23	7.24	4.88	16.89	13.15	—	—	—
DSIFT_EF2024.11		50.65	12.54	7.36	5	17.18	12.47	—	—	—
GALFusion2024.11		50.39	9.53	6.95	3.78	13.04	13.12	—	—	—
TC-MoA2024.11		50.27	—	—	4.82	15.64	—	0.42	—	—
DIFNet2025.12		50.23	—	6.99	3.47	11.79	—	—	0.51	0.53
MEFOpt2024.11		49.21	14.06	7.18	5.63	19.27	12.09	—	—	—
TC-MoA2024.11		48.91	12.13	7.06	4.77	15.56	11.91	—	—	—
MEFAW2024.11		48.31	12.41	7.22	4.95	16.86	11.74	—	—	—
Deepfuse2024.11		48.29	8.74	6.97	3.34	9.9	12.33	—	—	—
DeFusion2024.11		46.85	10.51	6.78	4.07	13.48	13.55	—	—	—
U2Fusion2025.12		46.73	—	6.67	3.82	12.54	—	—	0.51	0.56