Object Hallucination Evaluation on GQA (Random) benchmark leaderboard · SOTA2 Research

Object Hallucination Evaluation on GQA (Random)

90.13AccuracyCAI

Evaluation Results

Method	Links
CAI2026.06		90.13	89.87
MESA2026.04		89.5	89.45
HDD2025.12		89.3	89.4
ICT2026.04		89.26	88.78
CAI2026.06		89.1	89.15
VAF2026.04		89	88.63
RITUAL2025.12		88.7	88.9
VTI2026.04		88.37	88.02
VCD2026.06		88.33	88.26
ONLY2026.06		88.13	87.54
CAI2026.06		88.1	87.84
MESA2026.04		87.97	86.67
Nullu2026.04		87.7	88
HDD2025.12		87.2	87.6
RITUAL2025.12		86.8	87.2
VCD2026.04		86.65	86.99
ICD2026.04		86.2	84.62
ONLY2026.06		86.2	87.2
VAF2026.04		86.11	86.11
VCD2025.12		86.1	87.1
ICD2026.04		85.9	85.29
PAI2026.06		85.9	84.77
VCD2025.12		85.7	85.9
VCD2026.04		85.59	85.33
ICT2026.04		85.33	86.12
Vanilla2026.04		84.96	86.25
VTI2026.04		84.33	81.94
HDD2025.12		84.1	84.9
ONLY2026.06		83.87	85.02
Regular2026.06		83.83	82.6
Sampling2025.12		83.5	82.7
RITUAL2025.12		83.5	84.3
PAI2026.06		83.37	85.03
VCD2026.06		83.37	83.78
Sampling2025.12		83.1	81.2
VCD2025.12		82.8	83.2
Regular2026.06		82.03	83.86
VCD2026.06		81.7	83.99
PAI2026.06		81.23	82.67
Regular2026.06		80.17	81.55
Sampling2025.12		79.5	80.4
Vanilla2026.04		74.76	66.6
Nullu2026.04		74.73	65.55