TOFU - Phi 1% Forget: leaderboard
TOFU Phi 1% forget split measuring machine-unlearning quality multiplied by retained model utility.
Metric: Forget Quality x Model Utility. Source: huggingface.co. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Phi - Retain Model (WD=0.01) | 0.52 | |
| 2 | Phi - Finetune Model (WD=0.01) | 0 | |
| 3 | Phi - Grad. Ascent (WD=0.01) | 0 | |
| 4 | Phi - Grad. Diff. (WD=0.01) | 0 | |
| 5 | Phi - Pref. Opt. (WD=0.01) | 0 | |
| 6 | Phi - KL Min. (WD=0.01) | 0 |
Interactive version: theaggregate.ai/benchmark?slug=tofu-phi-1-forget · How It Works · Data refreshed daily, snapshot 2026-10-20.