Machine Unlearning on TOFU Forget10
8.28Relevance ScoreTRU
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TRUModel=Zephyr-7B-beta2026.02 | 8.28 | 8.01 | 9.24 | 8.35 | 1.17 | 2.6 | |
| POModel=Zephyr-7B-beta2026.02 | 2.51 | 1.12 | 0.08 | 1.36 | 1.21 | 1.09 | |
| GradDiffModel=Zephyr-7B-beta2026.02 | 0.43 | 0.01 | 0 | 1.25 | 2.54 | 2.88 | |
| NPOModel=Zephyr-7B-beta2026.02 | 0.13 | 0 | 0 | 6.05 | 6.76 | 6.39 | |
| RMUModel=Zephyr-7B-beta2026.02 | 0.12 | 0 | 0 | 5.79 | 7.12 | 7.86 | |
| WGAModel=Zephyr-7B-beta2026.02 | 0.11 | 0 | 0.02 | 6.03 | 7.38 | 8.03 | |
| KLModel=Zephyr-7B-beta2026.02 | 0.1 | 0 | 0.02 | 5.81 | 6.83 | 7.42 | |
| GradAscentModel=Zephyr-7B-beta2026.02 | 0 | 0 | 0 | 0 | 0 | 0 |