Text-to-Image Generation on Non-targeted concepts
31.3CLIP ScoreSD-v1.5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SD-v1.5Weights Modification=-, Training-Free=-, Preservation integrated=-2026.02 | 31.3 | 0 | 81.3 | |
| CAWeights Modification=Yes, Training-Free=No, Preservation integrated=No2026.02 | 31.2 | 7.41 | 80.5 | |
| SAFREEWeights Modification=No, Training-Free=Yes, Preservation integrated=Yes2026.02 | 31.1 | 0.7 | 79 | |
| SLD-MediumWeights Modification=No, Training-Free=Yes, Preservation integrated=No2026.02 | 31 | 4.46 | 78.2 | |
| TRUST (CIP loss)Weights Modification=Yes, Training-Free=No, Preservation integrated=Yes2026.02 | 30.95 | 0.016 | 80.8 | |
| RECEWeights Modification=Yes, Training-Free=Yes, Preservation integrated=Yes2026.02 | 30.9 | 1.03 | 78.7 | |
| SAeUronWeights Modification=No, Training-Free=Yes, Preservation integrated=Yes2026.02 | 30.89 | 0.33 | — | |
| Concept CorrectorsWeights Modification=No, Training-Free=Yes, Preservation integrated=No2026.02 | 30.81 | — | — | |
| ESDWeights Modification=Yes, Training-Free=No, Preservation integrated=No2026.02 | 30.7 | 1.47 | — | |
| SAWeights Modification=Yes, Training-Free=No, Preservation integrated=No2026.02 | 30.6 | 7.62 | 77.6 | |
| SDIDWeights Modification=Yes, Training-Free=No, Preservation integrated=No2026.02 | 30.5 | 6.28 | 80.2 | |
| TRUST (CSR loss)Weights Modification=Yes, Training-Free=No, Preservation integrated=Yes2026.02 | 30.43 | 0.03 | 81.1 | |
| UCEWeights Modification=Yes, Training-Free=Yes, Preservation integrated=Yes2026.02 | 30.2 | 1.28 | 80.5 | |
| SLD-StrongWeights Modification=No, Training-Free=Yes, Preservation integrated=No2026.02 | 29.6 | 7.69 | 76.6 | |
| MACEWeights Modification=Yes, Training-Free=No, Preservation integrated=Yes2026.02 | 29.4 | 0.09 | 71.1 | |
| AdvUnlearnWeights Modification=Yes, Training-Free=No, Preservation integrated=Yes2026.02 | 28.6 | 2.06 | — | |
| SLD-MaxWeights Modification=No, Training-Free=Yes, Preservation integrated=No2026.02 | 28.5 | 12.04 | 72 | |
| SalUnWeights Modification=Yes, Training-Free=No, Preservation integrated=Yes2026.02 | 26.2 | 27.31 | — |