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Discrimination Hallucination on POPE (Popular)

89.12AccuracyCMPC
83.86885.231586.59587.9585Jan 3, 2025

Evaluation results

MethodLinks
CMPCDecoding Strategy=Greedy, Backbone=LLaVA-OV2025.0189.1288.38
VCDDecoding Strategy=Greedy, Backbone=LLaVA-OV2025.0188.5787.83
BaselineDecoding Strategy=Greedy, Backbone=LLaVA-OV2025.0187.8187.17
CMPCDecoding Strategy=Sampling, Backbone=LLaVA-OV2025.0187.3286.71
VCDDecoding Strategy=Sampling, Backbone=LLaVA-OV2025.0186.1885.56
BaselineDecoding Strategy=Sampling, Backbone=LLaVA-OV2025.0184.0783.4