Personalized Image Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
30.48Overall Score
7
Apr 23, 2026
2Generation Time (s)
7
Mar 25, 2026
89.19ViPer Score
7
Mar 24, 2026
0.377CLIP-T
7
Feb 26, 2026
0.267CLIP Score
7
Feb 26, 2026
68.5CLIPScore
6
Jun 9, 2026
0.79Content Similarity (CLIP-I)
6
Feb 26, 2026
82.5Content Fidelity
6
Feb 26, 2026
0.333Baseline Selection Rate
6
Feb 26, 2026
0.634DINO Score
5
Apr 21, 2026
29.8CLIP-T
5
Feb 26, 2026
0.402LPIPS
4
May 28, 2026
0.513LPIPS
4
May 28, 2026
44.22Identity Preservation
4
May 12, 2026
85.49CLIP-I
4
Feb 26, 2026
55WAC
4
Feb 26, 2026
0.66Clip-score
4
Feb 26, 2026
32Preference Share (Baseline)
4
Feb 26, 2026
0.895DINOv2 Similarity
4
Feb 26, 2026
69.33FID
4
Feb 26, 2026
0.314Alignment Score
4
Feb 26, 2026
5.5Generation Time (s)
3
Apr 28, 2026
0.763DINOv2 Score
3
Feb 26, 2026
3.89Quality Score
3
Feb 26, 2026