Out-of-distribution detection on OOD Detection Source LLM: Gemini-2.5-Flash (test) benchmark leaderboard · SOTA2 Research

Out-of-distribution detection on OOD Detection Source LLM: Gemini-2.5-Flash (test)

96XSUM ScoreREADER

Evaluation Results

Method	Links
READER2026.05		96	85.7	90.3	98	92.5
BINOCULARS2026.05		80	87	91.3	95.7	88.5
FAST-DETECTGPT2026.05		78.7	86.3	91	96	88
ADADETECTGPT2026.05		78.3	88.7	91.3	96.7	88.7
RADAR2026.05		76	54	60.3	58.3	62.2
BISCOPE2026.05		75.7	76.3	71.3	86.3	77.4
IMBD2026.05		75.3	91	90.7	98	88.7
BISCOPE2026.05		68	76.3	80.7	84.3	77.3
DNAGPT2026.05		65.3	56	70	85.3	69.2
ROBERTALARGE2026.05		65	64	61.3	74.3	66.2
LIKELIHOOD2026.05		60.7	57	66.3	71.3	63.8
LOGRANK2026.05		60	56.3	66.3	69	62.9
ROBERTABASE2026.05		58	54.7	57.3	74	61
LRR2026.05		57.3	57	55.7	63.7	58.4
IMBD2026.05		57.3	64.7	68.3	71	65.3
ENTROPY2026.05		57	56.7	59.7	65.7	59.8
DETECTGPT2026.05		56.7	68.7	63	90	69.6
ADADETECTGPT2026.05		55.3	66.3	58.3	60	60
NPR2026.05		55	68.7	55	92.7	67.8