| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UnlearnDiffAtk | TRUST (CIP loss) | UnlearnDiffAtk0.0118 | 36 | 3mo ago | |
| UnlearnCanvas | SAEmnesia | Total Avg. Acc94.85 | 22 | 2d ago | |
| Ring-A-Bell | TRUST (CIP loss) | Ring-A-Bell Score0.83 | 20 | 3mo ago | |
| I2P | TRUST (CIP loss) | I2P0.0011 | 17 | 3mo ago | |
| MMA-Diffusion | SD-v1.5 | MMA-Diffusion96.8 | 16 | 3mo ago | |
| P4D | TRUST (CIP loss) | P4D0.0027 | 14 | 3mo ago | |
| UnlearnCanvas object concept unlearning | SAEmnesia | Unlearning Accuracy94.65 | 11 | 2d ago | |
| Imagenette | SD v1.5 | Accuracy (garbage truck)89.1 | 10 | 3mo ago | |
| I2P | SALUN | Nudity Score50 | 8 | 1mo ago | |
| I2P Stable Diffusion v1.4 | Erase ACC20.07 | 7 | 1d ago | ||
| HUB NSFW category | SD | Target51.5 | 7 | 8d ago | |
| HUB Celebrity category | SD | Target Score68.5 | 7 | 8d ago | |
| HUB IP category | SD | Target Success85.5 | 7 | 8d ago | |
| HUB Style category | SD | Target Metric65.5 | 7 | 8d ago | |
| MMA | FIA | Score96.8 | 6 | 3mo ago | |
| Stanford Dogs, Oxford Flowers, and CUB (Human Evaluation) | Receler | Aer86.66 | 6 | 3mo ago | |
| Nudity | Ring-A-Bell | ASR (ESD)78.66 | 5 | 2mo ago | |
| Golf Ball Object Concept | ESD-U | Max Accuracy75 | 3 | 1mo ago | |
| Van Gogh Style Concept | ESD-U + Meta-Unlearning | Revival Checkpoint Config7 | 3 | 1mo ago |
