Instruction-guided image editing
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
8.44G_SC
44
Jun 11, 2026
85.61Attribute Accuracy
27
Apr 29, 2026
0.933CLIP Similarity (Image)
13
Feb 26, 2026
0.94DINO Score
10
May 19, 2026
0.301CLIP-T
7
Feb 26, 2026
0.313CLIP-T
7
Feb 26, 2026
0.945CLIP-I
6
Mar 4, 2026
0.214LPIPS-U
6
Feb 26, 2026
0.045LPIPS-U
6
Feb 26, 2026
566Total Samples
6
Feb 26, 2026
69.4Success Rate (SR)
6
Feb 26, 2026
61.1Preference (%)
5
Apr 7, 2026
7.06Background Change Score
3
Jun 2, 2026
6.153Overall Average Score
3
Feb 26, 2026
6.074Image Preservation
2
Feb 26, 2026
5.2Image Preservation Score
2
Feb 26, 2026
6.203Image Preservation Score
2
Feb 26, 2026
6.352Image Preservation Score
2
Feb 26, 2026
5.971Image Preservation Score
2
Feb 26, 2026
6.555Image Preservation
2
Feb 26, 2026
7.8SC
2
Feb 26, 2026
3.33Overall Score
2
Feb 26, 2026
66.8Human Avg Score
1
Feb 26, 2026
80.1Human Avg
1
Feb 26, 2026
0.786Human Avg
1
Feb 26, 2026