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ResearchFormerly WizWand

Polling-based Object Probing Evaluation (POPE) on A-OKVQA POPE (Adversarial)

81.94AccuracyICT
73.495275.687677.8880.0724Nov 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ICTModel=Qwen-VL2024.1181.9482.44
ICT w/o imageModel=Qwen-VL2024.1181.582.1
ICT w/o objectModel=Qwen-VL2024.1181.482.18
VCDModel=Qwen-VL2024.1181.2782.38
OPERAModel=Qwen-VL2024.1180.8281.54
ICTModel=LLaVA-v1.52024.1179.680.43
RegularModel=Qwen-VL2024.1179.5779.5
ICT w/o imageModel=LLaVA-v1.52024.1179.2680.14
ICT w/o objectModel=LLaVA-v1.52024.1177.7979.53
VCDModel=LLaVA-v1.52024.1174.9777.73
RegularModel=LLaVA-v1.52024.1174.0475.15
OPERAModel=LLaVA-v1.52024.1173.8277.91