Image Editing on FDBench (test) benchmark leaderboard · SOTA2 Research

Image Editing on FDBench (test)

0.394SSIMDetailAnywhere

Evaluation Results

Method	Links
DetailAnywhere2026.07		0.394	0.606	66.9	0.863	0.748	9.57	8.82	9.59	8.95	4.31	4.34	4.3	4.32
DetailAnywhere2026.07		0.366	0.608	70.9	0.861	0.741	9.41	8.61	9.48	8.79	4.29	4.31	4.29	4.3
ICEdit2026.07		0.349	0.691	118.4	0.69	0.631	1.25	9.31	7.58	2.18	2.96	2.99	2.95	2.97
Step1X-Edit2026.07		0.345	0.693	120.5	0.697	0.622	1.62	9.55	7.77	2.32	2.97	2.97	2.96	2.97
FLUX.2 Dev2026.07		0.339	0.699	118.7	0.726	0.632	0.12	9.85	8.37	0.21	1.41	1.41	1.41	1.41
JoyAI-Image-Edit2026.07		0.324	0.68	93.9	0.754	0.706	7.72	8.8	8.62	7.23	3.51	3.65	3.51	3.55
FireRed-Image-Edit2026.07		0.321	0.701	118.8	0.718	0.646	5.06	7.39	9.11	5.36	3.52	3.68	3.52	3.57
Nano Banana 22026.07		0.319	0.619	68.2	0.856	0.732	9.78	9.23	9.66	9.34	4.35	4.43	4.33	4.37
Qwen-Image-Edit2026.07		0.309	0.686	98.6	0.757	0.665	4.37	6.1	9.43	4.41	3.82	3.99	3.8	3.86
Seedream 5.0 Lite2026.07		0.275	0.638	80.8	0.841	0.759	9.61	9.17	9.63	9.14	4.46	4.61	4.46	4.51
GPT-Image-12026.07		0.274	0.65	82.6	0.797	0.726	9.16	8.82	9.85	8.97	4.26	4.28	4.26	4.27
FireRed-Image-Edit2026.07		0.274	0.66	85	0.791	0.719	9.64	8.39	9.47	8.71	3.88	3.98	3.88	3.91
Qwen-Image-Edit2026.07		0.254	0.648	82.6	0.804	0.739	9.51	8.77	9.42	8.85	4.09	4.12	4.09	4.1