Instruction-based Image Editing
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
4.62Add Score
37
Feb 26, 2026
19.836PickScore
36
Feb 26, 2026
79.8Factual Score
27
Mar 24, 2026
62.8Reasoning
27
Mar 24, 2026
8.39G_SC Score
22
May 13, 2026
86Color Change (EGA)
19
Mar 4, 2026
0.259CLIP Score
16
May 14, 2026
30.1CLIP Score
16
May 14, 2026
0.282CLIP Score
16
May 14, 2026
0.268CLIP Score
16
May 14, 2026
0.186CLIP Score
16
May 14, 2026
6.56EdiVal-VQ
16
Mar 19, 2026
6.59EdiVal-VQ Score
16
Mar 19, 2026
6.65EdiVal-VQ Score
16
Mar 19, 2026
4.63Add
14
Jun 11, 2026
41.061PSNR
14
Mar 9, 2026
35.89PSNR
14
Mar 9, 2026
8.29G_SC
14
Feb 26, 2026
4.4Add Score
13
Feb 26, 2026
0.909CLIP-src Score
13
Feb 26, 2026
64.8Camera Score
12
Apr 30, 2026
92.38CLIP Score (Source)
12
Feb 26, 2026
0L Score
11
Jun 9, 2026
4.85Add Score
11
May 13, 2026
7.92SC Score
11
Apr 30, 2026