Hallucination Evaluation on MME Hallucination 9 benchmark leaderboard · SOTA2 Research

Hallucination Evaluation on MME Hallucination 9

200ExistenceQwen3-VL agent

Evaluation Results

Method	Links
Qwen3-VL agent2026.03		200	181.67	168.33	193.33	743.33
Kestrel2026.03		200	186.67	180	193.33	760
Baseline2026.03		200	175	175	193.33	743.33
VCD2026.03		200	175	175	193.33	736.66
Woodpecker2026.03		200	166.67	161.67	186.67	715.01
Kestrel2026.03		200	186.67	181.67	195	763.34
Baseline2026.03		195	175	168.33	193.33	731.66
VCD2026.03		195	180	168.33	193.33	736.66
Woodpecker2026.03		195	173.33	168.33	195	731.66
RITUAL2026.03		195	180	168.33	193.33	736.66
OPERA2026.03		195	180	168.33	200	743.33
DeGF2026.03		195	181.67	166.67	188.33	732.67
RITUAL2026.03		195	175	175	193.33	738.33
OPERA2026.03		195	173.33	175	195	738.33
DeGF2026.03		195	175	168.33	188.33	726.66