Text-to-image generation on T2I-CompBench++ v1.0 (test)
73.23Color Score (B-VQA)PFT-1.2B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PFT-1.2Bsampling strategy=look-ahead2026.04 | 73.23 | 50.36 | 64.44 | 19.56 | 28.15 | 30.35 | |
| PFT-1.2Bsampling strategy=standard Euler2026.04 | 71.32 | 49.51 | 63.16 | 19.03 | 27.7 | 30.34 | |
| PFT-1.2Bsampling strategy=dual-loop2026.04 | 70.58 | 49.47 | 64.37 | 19.56 | 27.71 | 30.34 | |
| PixArt-α2026.04 | 68.86 | 55.82 | 70.44 | 20.82 | — | 31.79 | |
| GORS2026.04 | 66.03 | 47.85 | 62.87 | 18.15 | 35.72 | 31.93 | |
| Attn-Exct v22026.04 | 64 | 45.17 | 59.63 | 14.55 | 32.22 | 31.09 | |
| SDXL2026.04 | 63.69 | 54.08 | 56.37 | 20.32 | — | 31.1 | |
| Dalle-22026.04 | 57.5 | 54.64 | 63.74 | 12.83 | — | 30.43 | |
| SDv22026.04 | 50.65 | 42.21 | 49.22 | 13.42 | 32.3 | 30.96 | |
| Structured v22026.04 | 49.9 | 42.18 | 49 | 13.86 | 32.24 | 31.11 | |
| Composable v22026.04 | 40.63 | 32.99 | 36.45 | 8 | 28.47 | 29.8 | |
| SDv1.42026.04 | 37.65 | 35.76 | 41.56 | 12.46 | 30.3 | 30.79 |