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ResearchFormerly WizWand

Polling-based Object Probing Evaluation (POPE) on GQA POPE Adversarial

81.92AccuracyICT w/o image
74.723276.591678.4680.3284Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ICT w/o imageModel=LLaVA-v1.52024.1181.9282.11
ICT w/o objectModel=LLaVA-v1.52024.1181.6582
ICT w/o objectModel=Qwen-VL2024.1181.681.53
ICTModel=LLaVA-v1.52024.1181.582.27
ICTModel=Qwen-VL2024.1180.8380.6
OPERAModel=Qwen-VL2024.1180.2480.64
ICT w/o imageModel=Qwen-VL2024.1180.0379.9
VCDModel=Qwen-VL2024.1180.0180.75
VCDModel=LLaVA-v1.52024.1176.0978.78
RegularModel=Qwen-VL2024.1175.4674.33
RegularModel=LLaVA-v1.52024.1175.0876.06
OPERAModel=LLaVA-v1.52024.117578.71