Instruction-based Image Editing on GroundEdit-Bench benchmark leaderboard · SOTA2 Research

Instruction-based Image Editing on GroundEdit-Bench

86Color Change (EGA)Nano Banana Pro

Evaluation Results

Method	Links
Nano Banana Pro2026.03		86	4.16	82	3.9	82	4	86	3.75	95	3.33	93	4.33	85	4.03	9.3
InterCoG (Ours)2026.03		84	4.08	88	3.84	89	3.9	90	3.75	99	4	92	4	88	3.97	9.2
GPT-Image-1.52026.03		80	4.14	86	3.77	85	3.8	84	3.5	92	3.67	86	4	83	3.95	8.9
Bagel-SFT2026.03		73	2.94	74	3.23	63	3.6	66	3	81	4	77	3.67	70	3.15	8.5
Bagel2026.03		65	2.68	62	2.67	52	2.4	25	2.5	77	2.33	64	3	62	2.65	6.7
GPT-Image-12026.03		64	2.72	71	2.84	51	3.25	39	2.75	80	3.67	62	3.67	64	2.87	8.2
Nano Banana2026.03		59	2.86	63	3.1	50	2.6	42	2.5	74	4	62	3.33	59	2.94	7.9
Bagel-think2026.03		56	2.4	58	2.5	40	2.3	25	1.75	67	3	43	3	54	2.43	6.3
Step1X-Edit2026.03		53	2.12	52	2.17	48	2.5	59	3.25	69	3.33	47	3	53	1.95	4.8
Qwen-Image-Edit2026.03		52	2.56	68	3.27	57	3.4	40	2.5	52	4	60	3.33	57	2.92	8.1
FLUX.2 [Pro]2026.03		51	2.54	59	2.53	44	2.7	63	3	22	3.33	33	3	52	2.61	7.3
GoT2026.03		48	2.48	53	2.37	46	3.3	29	2.75	81	3.33	57	2.33	50	2.57	5.6
FLUX.1 Kontext [Dev]2026.03		39	1.4	48	1.98	35	2.5	60	3	5	3.33	17	3.67	40	1.87	5
UniWorld-v12026.03		31	1.72	42	1.77	37	2.6	57	2.75	15	2	19	2	35	1.85	4.3
ICEdit2026.03		26	1.4	31	1.33	26	1.6	21	1.75	55	1.67	31	3	28	1.47	3
OmniGen22026.03		24	1.88	35	1.53	24	2.25	9	1.75	9	3.33	9	2.33	27	1.87	4.5
MagicBrush2026.03		21	1.2	13	1.43	15	1.4	10	1.75	11	1	29	2.33	17	1.34	1.9
AnyEdit2026.03		21	1.3	12	1.33	15	1.3	8	1	10	2	7	2	17	1.4	2.5
InstructPix2Pix2026.03		11	1.2	9	1.13	5	1	14	1.75	12	1	3	1	10	1.17	2.1