Utility Preservation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
21.32FID
32
May 18, 2026
16.93FID
20
Mar 27, 2026
31.28CLIP Score
16
Jul 8, 2026
67.2Utility Score
16
May 12, 2026
0.316CLIP Score
14
Feb 26, 2026
84.95R-Retain
13
Feb 26, 2026
77.5Final FA
12
May 26, 2026
68.3GA
7
Feb 26, 2026
-0.06Task ΔS
7
Feb 26, 2026
93.81FA Score
6
May 8, 2026
43.73Win Rate
5
Feb 26, 2026
53.68Win Rate
5
Feb 26, 2026
29.79Win Rate
5
Feb 26, 2026
16.57Win Rate
5
Feb 26, 2026
52.93Win Rate
5
Feb 26, 2026
46.78Win Rate
5
Feb 26, 2026