Text-to-Image Generation on SD v3.5-M (Held-out prompts)
1.627ImageRewardFlow-GRPO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Flow-GRPOProtocol=10-NFE/3000-iteration2026.05 | 1.627 | 0.652 | 6.53 | |
| PRECISEProtocol=10-NFE/3000-iteration2026.05 | 1.615 | 0.654 | 6.652 | |
| CPSProtocol=10-NFE/3000-iteration2026.05 | 1.607 | 0.65 | 6.667 | |
| DiffusionNFTProtocol=30-NFE protocol (reference), NFE-training=25, NFE-evaluation=302026.05 | 1.573 | 0.66 | 6.494 | |
| PRECISEProtocol=30-NFE/1000-iteration2026.05 | 1.548 | 0.658 | 6.766 | |
| CPSProtocol=30-NFE/1000-iteration2026.05 | 1.542 | 0.652 | 6.693 | |
| Flow-GRPOProtocol=30-NFE/1000-iteration2026.05 | 1.528 | 0.656 | 6.736 | |
| Dance-GRPOProtocol=10-NFE/3000-iteration2026.05 | 1.35 | 0.647 | 6.62 | |
| Dance-GRPOProtocol=30-NFE/1000-iteration2026.05 | 1.082 | 0.652 | 6.568 |