Out-of-distribution detection on OOD Detection Source LLM: Claude-3.5-Haiku (test) benchmark leaderboard · SOTA2 Research

Out-of-distribution detection on OOD Detection Source LLM: Claude-3.5-Haiku (test)

0.977XSUMREADER

Evaluation Results

Method	Links
READER2026.05		0.977	0.923	0.873	0.963	0.934
RADAR2026.05		0.857	0.72	0.777	0.847	0.8
ADADETECTGPT2026.05		0.837	0.87	0.923	0.9	0.882
BINOCULARS2026.05		0.833	0.88	0.92	0.903	0.884
FAST-DETECTGPT2026.05		0.833	0.873	0.927	0.897	0.882
IMBD2026.05		0.823	0.917	0.913	0.873	0.882
BISCOPE2026.05		0.78	0.787	0.707	0.817	0.772
BISCOPE2026.05		0.773	0.76	0.737	0.77	0.76
IMBD2026.05		0.72	0.743	0.75	0.787	0.75
DETECTGPT2026.05		0.663	0.74	0.703	0.807	0.728
NPR2026.05		0.613	0.73	0.58	0.803	0.682
ENTROPY2026.05		0.593	0.59	0.577	0.63	0.598
DNAGPT2026.05		0.573	0.64	0.773	0.807	0.698
ROBERTALARGE2026.05		0.567	0.593	0.543	0.6	0.576
ROBERTABASE2026.05		0.55	0.603	0.56	0.587	0.575
LIKELIHOOD2026.05		0.537	0.637	0.7	0.66	0.633
LRR2026.05		0.537	0.567	0.557	0.623	0.571
LOGRANK2026.05		0.53	0.627	0.683	0.657	0.624
ADADETECTGPT2026.05		0.53	0.6	0.537	0.597	0.566