Text-Guided Image Editing
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
29.78CLIP Similarity (Whole)
40
Jun 17, 2026
150.84Speedup
12
Feb 26, 2026
0.357CLIP
10
Apr 28, 2026
0.023Structure Distance
9
Mar 31, 2026
14,520Structure Distance
8
Feb 26, 2026
0.07LPIPS
7
Jul 8, 2026
7.9SC Score
7
Apr 28, 2026
16.22Structure Distance
7
Feb 26, 2026
0.357CLIPScore
6
Mar 5, 2026
78.67SA
6
Feb 26, 2026
88.33Text Following
6
Feb 26, 2026
3.67Reward Alignment
5
Mar 5, 2026
134Throughput Metric (Batch Size 1)
4
Jun 2, 2026
4.6SC
4
Mar 17, 2026
4.98SC
4
Mar 17, 2026
9.811G2.5F-SA
4
Feb 26, 2026
7.712Query Score (SC)
2
Jun 23, 2026
7.737Q_SC Score
2
Jun 23, 2026