Text-to-Image Compositionality on T2I-CompBench (test)
78.59Color AccuracyLOOP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LOOPk=42025.03 | 78.59 | 66.76 | 75.19 | 21.37 | 54.23 | |
| LOOPk=32025.03 | 75.16 | 62.2 | 73.54 | 19.66 | 52.42 | |
| DDPO2025.03 | 68.21 | 56.56 | 69.09 | 19.61 | 51.02 | |
| LOOPk=22025.03 | 67.86 | 57.46 | 69.38 | 18.01 | 50.72 | |
| GORS2025.03 | 66.03 | 47.85 | 62.87 | 18.15 | 48.41 | |
| GORS unbiased2025.03 | 64.14 | 45.46 | 60.25 | 17.25 | — | |
| Attn-Exct v22025.03 | 64 | 45.17 | 59.63 | 14.55 | 47.67 | |
| Stable v22025.03 | 50.65 | 42.21 | 49.22 | 13.42 | 45.79 | |
| Structured v22025.03 | 49.9 | 42.18 | 49 | 13.86 | 45.5 | |
| Composable v22025.03 | 40.63 | 32.99 | 36.45 | 8 | 42.61 | |
| Stable v1.42025.03 | 37.65 | 35.76 | 41.56 | 12.46 | 44.61 |