Celebrity Preservation on 15 Celebrities Preservation Benchmark
85.91CLIP-iDiversified-ACE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Diversified-ACEFine-tuning Prompts=20 per celebrity2026.03 | 85.91 | 28.88 | 75.05 | |
| ACE2026.03 | 84.64 | 29.92 | 76.72 | |
| Diversified-APFine-tuning Prompts=20 per celebrity2026.03 | 70.5 | 27.09 | 51.15 | |
| Diversified-ESDFine-tuning Prompts=20 per celebrity2026.03 | 69.73 | 26.28 | 46.15 | |
| Diversified-UCEFine-tuning Prompts=5 per celebrity2026.03 | 66.92 | 24.57 | 24.4 | |
| Diversified-AGEFine-tuning Prompts=20 per celebrity2026.03 | 64.2 | 26.15 | 12.59 | |
| UCE2026.03 | 62.9 | 23.97 | 31.42 | |
| ESD2026.03 | 62.59 | 24.25 | 31.68 | |
| AP2026.03 | 49.31 | 21.34 | 14.97 | |
| AGE2026.03 | 42.31 | 17.96 | 6.98 |