Semantic Binding Assessment on T2I-CompBench
70.1BLIP-VQA (Color)STEDiff
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| STEDiffTrain=✗2026.06 | 70.1 | 69.71 | 60.96 | 0.6232 | 0.7215 | 1.1285 | |
| ELLA1.5Train=✓2026.06 | 69.11 | 63.08 | 49.38 | — | — | — | |
| RannixlTrain=✓2026.06 | 68.93 | 63.25 | 49.34 | — | — | — | |
| PixArtTrain=✓2026.06 | 68.86 | 70.44 | 55.82 | 0.242 | -0.788 | 0.165 | |
| SynGen1.5Train=✗2026.06 | 66.19 | 64.51 | 46.61 | 0.4326 | 0.5072 | 0.0426 | |
| ToMeTrain=✗2026.06 | 65.83 | 63.71 | 55.17 | -0.028 | -0.851 | 0.454 | |
| CoMat1.5Train=✓2026.06 | 65.61 | 61.9 | 49.75 | — | — | — | |
| SDXLTrain=✓2026.06 | 63.69 | 56.37 | 54.08 | 0.733 | 0.124 | 1.184 | |
| PlayG-v2Train=✓2026.06 | 62.08 | 61.25 | 50.87 | — | — | — | |
| Attention RegulationTrain=✗2026.06 | 58.6 | 51.73 | 46.72 | 0.268 | -0.603 | 1.118 | |
| SD1.5Train=✓2026.06 | 47.19 | 43.34 | 38.98 | -0.36 | -0.689 | -0.483 |