Machine Unlearning on TOFU (Retain99)
3.2Refusal RateGuardrail Filter
Evaluation results
| Method | Links | |
|---|---|---|
| Guardrail FilterBackbone=Llama-2-7B-chat-hf2026.05 | 3.2 | |
| ICCUBackbone=Llama-3-8B-Instruct2026.05 | 7.5 | |
| ICCUBackbone=Llama-2-7B-chat-hf2026.05 | 8 | |
| Guardrail ClassifierBackbone=Llama-3-8B-Instruct2026.05 | 9.7 | |
| Guardrail ClassifierBackbone=Llama-2-7B-chat-hf2026.05 | 9.7 | |
| Guardrail FilterBackbone=Llama-3-8B-Instruct2026.05 | 17.9 |