Near-OOD Detection on AGNews one-vs-all runs benchmark leaderboard · SOTA2 Research

Near-OOD Detection on AGNews one-vs-all runs

0.9AUROC (c3)Gemma2-2b + 16k SAE + Markov

Evaluation Results

Method	Links
Gemma2-2b + 16k SAE + Markov2026.05		0.9	0.98	0.92	0.88	0.96	0.99	0.97	0.95	0.5	0.03	0.41	0.51
Gemma2-9b + 16k SAE + Markov2026.05		0.87	0.9	0.83	0.81	0.95	0.96	0.93	0.92	0.45	0.31	0.54	0.59
Gemma2-2b LR baseline2026.05		0.75	0.76	0.82	0.73	0.89	0.9	0.93	0.88	0.76	0.68	0.67	0.8
Gemma2-9b LR baseline2026.05		0.73	0.74	0.79	0.75	0.89	0.86	0.9	0.87	0.79	0.77	0.7	0.75