Visual Question Answering on SLAKE, VQA-RAD, and PathVQA Error-specific Subsets benchmark leaderboard · SOTA2 Research

Visual Question Answering on SLAKE, VQA-RAD, and PathVQA Error-specific Subsets

69.4MMDPO

Evaluation Results

Method	Links
DPO2026.01		69.4	35.9	45.5	20.8
mDPO2026.01		69.1	35.9	45.5	20.9
CoPO2026.01		69	36	45.6	20.8
Text-Hallu2026.01		63.6	30.4	42.2	13.2
Text-Hallu + NLL2026.01		60.1	31.2	43	14.9
mDPO2026.01		59.5	32.1	42.7	14.7
MMedPO2026.01		56.7	32.9	41.5	12.3
SFT2026.01		56.2	30.2	43.2	14.2
Text-Noise + NLL2026.01		56	32.3	42.7	13.7
Image-ROI2026.01		55.5	30.3	42.6	11.7
Text-Noise2026.01		54.2	29.8	41.6	14.8
IRPO2026.01		54.1	31.8	40.8	13.9
Image-Noise2026.01		51.8	32.2	43.4	14.9
Base model2026.01		49.8	26.6	40.3	10