UnlearnCanvas
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Style Unlearning | UnlearnCanvas | UA0.9996 | 36 | |
| Object Unlearning | UnlearnCanvas | Unlearning Accuracy (UA)98.55 | 31 | |
| Concept Unlearning | UnlearnCanvas | Total Avg. Acc94.85 | 22 | |
| Art Style Unlearning | UnlearnCanvas Van Gogh style | FID40.93 | 18 | |
| Object Erasing | UnlearnCanvas | Unlearning Accuracy (UA)96.2 | 13 | |
| Style Erasing | UnlearnCanvas | UA98.58 | 13 | |
| Concept Unlearning | UnlearnCanvas object concept unlearning | Unlearning Accuracy94.65 | 11 | |
| Object Unlearning | UnlearnCanvas | Unlearning Accuracy (UA)94.31 | 11 | |
| Object Sequential Unlearning | UnlearnCanvas Object Concepts (test) | Unlearning Accuracy (T1)100 | 10 | |
| Machine Unlearning | UnlearnCanvas SD-V1.5 | Time (s)39 | 7 | |
| Object Forgetting | UnlearnCanvas SD-V1.5 | Unlearning Accuracy (UA)97.91 | 7 | |
| Style Forgetting | UnlearnCanvas SD-V1.5 | Unlearning Accuracy (UA)99.26 | 7 | |
| Object Forgetting | UnlearnCanvas SD-V3 | Unlearning Accuracy (UA)98.8 | 7 | |
| Style Forgetting | UnlearnCanvas SD-V3 | Unlearning Accuracy (UA)99.62 | 7 |
Showing 14 of 14 rows