Visual Question Answering on A-OKVQA POPE Evaluation (Adversarial) benchmark leaderboard · SOTA2 Research

Visual Question Answering on A-OKVQA POPE Evaluation (Adversarial)

82AccuracyMESA

Evaluation Results

Method	Links
MESA2026.04		82	79.67	85.93	82.68
ICT2026.04		81.56	79.19	84.11	81.59
VCD2026.04		81.27	77.79	87.53	82.38
VAF2026.04		81.06	85.78	78.73	82.1
VTI2026.04		80.57	79.64	82.13	80.87
Vanilla2026.04		79.56	77.66	83	80.24
Null2026.04		79.3	77.31	82.93	80.02
ICD2026.04		79.17	86.61	69	76.81
ICT2026.04		78.53	75.47	84.53	79.74
MESA2026.04		78.03	74.29	85.73	79.6
VAF2026.04		76.93	73.21	84.93	78.64
VTI2026.04		76.77	73.11	84.67	78.47
ICD2026.04		75.7	73.43	80.53	76.82
VCD2026.04		74.97	70.01	87.36	77.73
Null2026.04		72.13	66.58	88.86	76.12
Vanilla2026.04		67.5	61.62	92.8	74.06