Near-OOD Detection on ROSTD
97.26AUROCGemma2-2b LR baseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gemma2-2b LR baselineBackbone=Gemma2-2b, Detection Backend=Logistic Regression baseline, Evaluation Protocol=ID-only training2026.05 | 97.26 | 94.55 | 16.9 | |
| Gemma2-9b LR baselineBackbone=Gemma2-9b, Detection Backend=Logistic Regression baseline, Evaluation Protocol=ID-only training2026.05 | 95.49 | 91.65 | 25.97 | |
| Gemma2-2b + 16k SAE + MarkovBackbone=Gemma2-2b, SAE Configuration=16k, Detection Backend=Markov, Evaluation Protocol=ID-only training2026.05 | 95.32 | 95.48 | 17.57 | |
| Gemma2-9b + 16k SAE + MarkovBackbone=Gemma2-9b, SAE Configuration=16k, Detection Backend=Markov, Evaluation Protocol=ID-only training2026.05 | 94.45 | 94.54 | 20.68 |