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

Object Hallucination Evaluation on MSCOCO (Random)

91.5AccuracyHDD

Evaluation Results

Method	Links
HDD2025.12		91.5	91.3
MESA2026.04		90.27	90.2
HDD2025.12		90.1	90
SID2025.12		90	90
CAI2026.06		89.9	89.49
VCD2026.06		89.59	89.18
CAI2026.06		89.55	89.35
SID2025.12		89.5	89.6
Greedy2025.12		89.3	88.8
CAI2026.06		89.24	89.14
HDD2025.12		89.2	88.7
Nullu2026.04		89.03	88.52
ONLY2026.06		88.97	88.37
ICT2026.04		88.96	87.85
MESA2026.04		88.83	87.11
Greedy2025.12		88.7	87.3
VCD2025.12		88.7	88.3
VCD2026.04		88.63	87.81
ONLY2026.06		88.38	88.41
Nullu2026.04		88.26	86.13
ICT2026.04		88.06	86.55
VTI2026.04		87.97	86.79
VCD2025.12		87.8	87
VCD2026.04		87.73	87.16
VTI2026.04		87.7	86.45
VAF2026.04		87.36	85.94
ONLY2026.06		87.32	87.77
Vanilla2026.04		87.23	85.5
SID2025.12		87.2	87
Greedy2025.12		87	86.3
VAF2026.04		86.8	84.98
PAI2026.06		86.67	87.26
VCD2025.12		86.5	85.9
VCD2026.06		85.74	86.7
PAI2026.06		85.74	84.2
Vanilla2026.04		85.53	88.8
VCD2026.06		85.53	85.32
Regular2026.06		85.46	86.07
PAI2026.06		85.43	83.6
ICD2026.04		85.23	83.52
Regular2026.06		85.09	83.46
Regular2026.06		82.82	83.56
ICD2026.04		82.43	78.89