Out-of-Distribution detection on OOD Detection Source LLM GPT-4o (test) benchmark leaderboard · SOTA2 Research

Out-of-Distribution detection on OOD Detection Source LLM GPT-4o (test)

98.7XSUM ScoreREADER

Evaluation Results

Method	Links
READER2026.05		98.7	98	95.7	97.3	97.4
RADAR2026.05		92.3	76.7	79.3	78	81.6
BISCOPE2026.05		89.3	88.3	86	82	86.4
IMBD2026.05		87	95.3	96	93.3	92.9
BISCOPE2026.05		86	89	91	90	89
BINOCULARS2026.05		83.3	90	94	94.3	90.4
FAST-DETECTGPT2026.05		83.3	90.3	94.3	94.3	90.6
ADADETECTGPT2026.05		82.7	89.7	94	94	90.1
IMBD2026.05		73	86	82	69.3	77.6
DETECTGPT2026.05		67.7	73.3	67	83.3	72.8
NPR2026.05		63.3	76.3	63.3	83.7	71.7
ADADETECTGPT2026.05		55	61.7	60.3	57.3	58.6
ENTROPY2026.05		54.7	65.3	68	67.3	63.8
DNAGPT2026.05		54.7	76.7	87.3	86.7	76.3
ROBERTABASE2026.05		54.3	54.7	58.7	58.7	56.6
LIKELIHOOD2026.05		54	71.3	76.7	72.3	68.6
LRR2026.05		54	59.7	65	64.3	60.7
LOGRANK2026.05		53	68.7	76	72	67.4
ROBERTALARGE2026.05		52.3	58.3	52.7	63.3	56.7