Image Editing on HarmonyBench benchmark leaderboard · SOTA2 Research

Image Editing on HarmonyBench

88.8Average OCAIMAGHarmony

Evaluation Results

Method	Links
IMAGHarmony2025.06		88.8	85.9	0.408	80.7	75.7	0.693	94.3	91.8	0.217	91.4	90.2	0.315
IMAGHarmony2025.06		88.3	85.5	0.401	79.6	75.6	0.686	94.1	91.4	0.204	91.2	89.4	0.312
Any-Edit2025.06		84.8	82.6	0.365	74.5	75.2	0.585	94	91.2	0.208	85.9	81.4	0.302
MagicBrush2025.06		84.1	78.8	0.252	70.3	69.2	0.437	91.3	90.5	0.104	90.8	76.7	0.216
IC-Edit2025.06		84.1	81.7	0.344	73.2	74.6	0.548	93.7	90.6	0.198	85.5	79.8	0.287
InstructPix2Pix2025.06		82.5	78.2	0.223	66.7	65.3	0.372	91.8	91.1	0.092	89.1	78.2	0.205
LoMOE2025.06		72.3	67.9	0.059	66.4	63.8	-0.007	66.8	73.5	0.096	83.7	66.4	0.088
LEDITS++2025.06		70	66	0.046	48.4	45.4	0.498	83.5	88.4	-0.187	77.9	63.9	-0.174
LEDITS2025.06		65.6	59.7	0.025	45.2	43.1	0.463	77.2	71.9	-0.135	74.4	64.1	-0.253
Emu-32025.06		51.6	44	0.271	51.9	33.9	0.585	57.7	66.8	-0.041	45.1	31.2	0.268
Show-o2025.06		48.9	50.7	0.158	35.5	31	0.485	80.5	77.5	-0.134	30.6	43.6	0.124
SEED-X2025.06		41.3	26.3	0.344	43.1	15.3	0.601	41.5	37.4	0.206	39.2	26.3	0.224