Machine Unlearning on TOFU 20% known forget set (DFuk)
17.35Recovery RateNPO
Evaluation results
| Method | Links | |
|---|---|---|
| NPOEvaluation Protocol=P3. Recovery via Fine-tuning2026.04 | 17.35 | |
| DPOEvaluation Protocol=P3. Recovery via Fine-tuning2026.04 | 12.35 | |
| NPOEvaluation Protocol=P2. Recovery via ICL2026.04 | 10 | |
| GAEvaluation Protocol=P3. Recovery via Fine-tuning2026.04 | 8.82 | |
| IDKEvaluation Protocol=P3. Recovery via Fine-tuning2026.04 | 7.06 | |
| NPOEvaluation Protocol=P1. Direct Retrieval2026.04 | 5.88 | |
| RMEvaluation Protocol=P3. Recovery via Fine-tuning2026.04 | 3.53 | |
| RMEvaluation Protocol=P2. Recovery via ICL2026.04 | 1.47 | |
| RMEvaluation Protocol=P1. Direct Retrieval2026.04 | 0.29 | |
| GAEvaluation Protocol=P1. Direct Retrieval2026.04 | 0 | |
| GAEvaluation Protocol=P2. Recovery via ICL2026.04 | 0 | |
| DPOEvaluation Protocol=P1. Direct Retrieval2026.04 | 0 | |
| DPOEvaluation Protocol=P2. Recovery via ICL2026.04 | 0 | |
| IDKEvaluation Protocol=P1. Direct Retrieval2026.04 | 0 | |
| IDKEvaluation Protocol=P2. Recovery via ICL2026.04 | 0 |