Text-to-Image Generation on Parti-Prompt v1 (test)
75.8ImageRewardSemi-DPO
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Semi-DPOBase=SD1.5, Compared Against=SD1.52026.04 | 75.8 | 83.4 | 78.8 | 80 | 56 | 71.7 | |
| Semi-DPOBase=SD1.5, Compared Against=Diff-DPO2026.04 | 71.9 | 78.8 | 70.8 | 74 | 55 | 65.7 | |
| Diff-KTOBase=SD1.5, Compared Against=SD1.52026.04 | 69.8 | 83.4 | 65.2 | 69.1 | 57.3 | 59.6 | |
| Diff-DPOBase=SDXL, Compared Against=SDXL2026.04 | 69.2 | 76.8 | 63.8 | 55.7 | 61.1 | 63.6 | |
| Semi-DPOBase=SDXL, Compared Against=SDXL2026.04 | 68.4 | 80.9 | 58.9 | 71.3 | 56.8 | 70.7 | |
| Semi-DPOBase=SDXL, Compared Against=MaPO2026.04 | 62.2 | 71 | 61.2 | 55.2 | 53.4 | 67.5 | |
| MaPOBase=SDXL, Compared Against=SDXL2026.04 | 61.3 | 70.2 | 48.3 | 70.8 | 55.1 | 57.1 | |
| Semi-DPOBase=SD1.5, Compared Against=Diff-KTO2026.04 | 60.2 | 54.8 | 70.4 | 65.7 | 48.6 | 66.2 | |
| Diff-DPOBase=SD1.5, Compared Against=SD1.52026.04 | 58.9 | 64.9 | 67.9 | 63.2 | 50.8 | 62.8 | |
| Semi-DPOBase=SDXL, Compared Against=Diff-DPO2026.04 | 51.4 | 58 | 45.1 | 70.2 | 46.3 | 59.4 |