Instruction-based Image Editing on KRIS Bench 38 (test) benchmark leaderboard · SOTA2 Research

Instruction-based Image Editing on KRIS Bench 38 (test)

79.8Factual ScoreGPT-4o

Evaluation Results

Method	Links
GPT-4o2026.03		79.8	81.37	78.32	80.09
ScaleEdit2026.03		70.24	60.78	60.54	63.58
ImgEdit2026.03		69.61	57.28	58.82	62.01
OpenGPT-4o-Image2026.03		67.6	57.59	59.58	61.09
Pico-Banana2026.03		67.38	57.96	58.91	61.04
AnyEdit2026.03		66.96	38.89	56.71	61.2
ShareGPT-4o-Image2026.03		66.92	58.31	59.85	61.28
GPT-Image-Edit2026.03		66.86	44.32	60.7	62.92
UltraEdit2026.03		66.26	56.55	52.91	58.64
Nano-consistent2026.03		66.21	58.17	58.61	60.71
OmniEdit2026.03		66.04	57.59	59.46	60.59
NHR-Edit2026.03		65.74	57.93	58.04	60.31
Pico-Banana2026.03		58.86	63.87	38.61	56.51
ScaleEdit2026.03		57.76	64.29	39.95	56.6
ShareGPT-4o-Image2026.03		56.07	64.29	36.15	55.24
Nano-consistent2026.03		54.92	57.88	36.64	52.03
OpenGPT-4o-Image2026.03		53.49	60.03	39.51	53.22
OmniEdit2026.03		51.71	57.85	27.5	48.87
GPT-Image-Edit2026.03		51.62	60.71	33.73	51.6
ImgEdit2026.03		51.15	58.68	28.92	49.44
NHR-Edit2026.03		50.65	60.57	28.65	50.07
AnyEdit2026.03		47.81	54.35	23.24	45.09
UniWorld-V12026.03		47.71	44.8	47.92	50.27
Bagel2026.03		47.71	44.8	47.92	50.27
Step1X-Edit2026.03		45.52	48.01	31.82	43.29
UltraEdit2026.03		36.61	43.59	20.72	36.17
OmniGen2026.03		33.11	28.02	23.89	28.85