Compositional Generation on T2I-CompBench++
39Color ScoreVISU
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VISUSafety Intervention=VISU, Base Model=SD-v1.42026.07 | 39 | 39 | 40 | 31 | 11 | 31 | 43 | 30 | |
| SAGESafety Intervention=SAGE (Ours), Base Model=SD-v1.42026.07 | 38 | 39 | 45 | 31 | 11 | 31 | 43 | 30 | |
| SDv1.4Base Model=SD-v1.42026.07 | 37 | 38 | 42 | 31 | 11 | 30 | 45 | 31 | |
| RECESafety Intervention=RECE, Base Model=SD-v1.42026.07 | 35 | 37 | 34 | 31 | 9 | 28 | 43 | 29 | |
| SLDSafety Intervention=SLD, Base Model=SD-v1.42026.07 | 33 | 35 | 37 | 31 | 11 | 30 | 43 | 30 | |
| DESSafety Intervention=DES, Base Model=SD-v1.42026.07 | 31 | 36 | 44 | 31 | 11 | 31 | 41 | 27 | |
| STEREOSafety Intervention=STEREO, Base Model=SD-v1.42026.07 | 29 | 37 | 37 | 30 | 7 | 26 | 38 | 28 | |
| SafeRCLIPSafety Intervention=SafeRCLIP, Base Model=SD-v1.42026.07 | 22 | 29 | 35 | 28 | 5 | 22 | 35 | 25 | |
| Adv-UnlearnSafety Intervention=Adv-Unlearn, Base Model=SD-v1.42026.07 | 19 | 24 | 22 | 29 | 5 | 23 | 21 | 21 | |
| MACESafety Intervention=MACE, Base Model=SD-v1.42026.07 | 18 | 24 | 27 | 29 | 4 | 20 | 29 | 22 |