Text-to-Image Generation on LAION
0.91P ScoreTeacher model
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Teacher model2025.12 | 0.91 | 0.99 | 1.07 | 0.98 | 62.6211 | 0.6559 | |
| Progressive Distillation2025.12 | 0.89 | 0.78 | 0.97 | 0.956 | 70.3766 | 0.6449 | |
| ReDiFalgorithm=PPO, divergence=renyi2025.12 | 0.89 | 0.85 | 0.998 | 0.99 | 68.5419 | 0.6439 | |
| DDIM2025.12 | 0.88 | 0.8 | 1.074 | 0.98 | 71.2242 | 0.6433 | |
| Progressive Adversarial Distillation2025.12 | 0.88 | 0.75 | 1.052 | 0.97 | 69.4184 | 0.6448 | |
| Distribution Matching Distillation2025.12 | 0.84 | 0.82 | 1.044 | 0.96 | 71.8309 | 0.6429 | |
| Consistency Distillation2025.12 | 0.83 | 0.91 | 1.01 | 0.98 | 69.7738 | 0.6433 | |
| ReDiFalgorithm=GRPO2025.12 | 0.83 | 0.77 | 0.994 | 0.97 | 67.8706 | 0.6429 |