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Truthfulness and Calibration Evaluation on Cross-LVLM Pooled Average (GQA, POPE, etc.)

7.1ECE

BICR

Updated 21d ago

Evaluation Results

Method	Links
BICR 2026.05		7.1	18.4	71.5	76.9	87.5	78.6
II 2026.05		8.3	19.9	69	78.4	84.3	74.8
PIK 2026.05		9.3	19.4	69.8	78.3	86.3	76.6
SAPLMA 2026.05		12.2	21.3	69.5	79	81.6	72.9
CCPS 2026.05		15.3	27.1	63.8	72.1	72.8	63.1
PE 2026.05		18.5	26.1	63	77.1	69.3	60
Self-Probing 2026.05		27.5	29.8	64.5	77.5	77.8	65.6
P(True) 2026.05		38	39.8	52.1	58.6	72.8	55.7