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

Image Editing on GRADE (test)

87.5Physics ScoreGPT-Image-2

Evaluation Results

Method	Links
GPT-Image-22026.07		87.5	79.2	92.9	79.8	84.8	94.5	87.4	85.2	92.5	91.1	87.5
Nano Banana Pro2026.07		84	75.7	85.6	75.9	82.8	89.5	81.7	80.5	89	90.1	82.9
Nano Banana 22026.07		77.2	68.8	83.2	74.7	76.7	92.6	75.5	76.2	83.2	78.1	79.1
Seedream 5.02026.07		74.1	72.9	79.7	67.4	62.6	79.5	66.2	71.5	82.6	74.8	73.7
Ours2026.07		61.6	68.9	58.2	52.1	46	59.1	57.5	66.6	65	59.1	58.7
GPT-Image-1.52026.07		60.8	67.8	72.9	58.5	62.3	72.1	53.8	77.1	74.2	69	66.5
GPT-Image-1.02026.07		55.4	56.7	61.9	43.3	51.5	57.8	44.5	58.4	60.2	58	54.2
FLUX.2 Max2026.07		54.7	56	63.2	45.4	38.6	53	64.2	60.6	69.7	57.8	55.7
Seedream 4.52026.07		53.6	54.4	57.4	40.5	40.7	55.8	35.6	43.2	60.2	44.9	49.7
DreamOmni2026.07		40.6	52.7	50.6	40.1	47.4	44.9	35.5	35.9	47	48.9	44.3
FLUX.2 dev2026.07		34.3	54.3	34	37	34.8	32.8	40.4	42.9	37.1	36.7	37.6
Step-1X (think)2026.07		30.9	45	34	29.3	31.7	27.5	49.8	48.7	38.1	23.7	34.3
BAGEL2026.07		27.7	44.3	35.4	34.3	34.4	27.2	38.5	35.2	34	30.7	33.7
Qwen-Edit-25112026.07		27.7	45.1	13.7	39.5	19.8	28.6	36.9	33	27.5	23.9	30
OmniGen2026.07		19.5	44	15.7	15.3	30	11.5	24.8	23.4	21.2	31.8	21.1