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ResearchFormerly WizWand

Image Captioning on MSCOCO (random sampling of 500 instances)

26.72CHAIRsVCD
8.291213.075617.8622.6444May 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
VCDBackbone=mPLUG-Owl22025.0526.7210.0814.27
DoLaBackbone=mPLUG-Owl22025.0524.48.7615.46
GreedyBackbone=mPLUG-Owl22025.0523.878.7715.43
VCDBackbone=LLaVA-1.52025.0523.247.7314.97
GreedyBackbone=LLaVA-1.52025.0522.087.0816.06
VCDBackbone=MiniGPT-42025.0521.728.0815.92
Beam SearchBackbone=mPLUG-Owl22025.0521.68.0215.61
DoLaBackbone=LLaVA-1.52025.0521.366.8216.11
HALCBackbone=mPLUG-Owl22025.0521.087.5415.63
Beam SearchBackbone=MiniGPT-42025.0520.647.3216.55
Beam SearchBackbone=LLaVA-1.52025.0520.66.9516.33
DoLaBackbone=MiniGPT-42025.0520.367.0816.1
GreedyBackbone=MiniGPT-42025.0520.327.0316.17
OPERABackbone=mPLUG-Owl22025.0520.247.815.49
OPERABackbone=MiniGPT-42025.0519.447.2217.77
OPERABackbone=LLaVA-1.52025.0518.726.5616.65
HALCBackbone=LLaVA-1.52025.0518.66.0316.32
HALCBackbone=MiniGPT-42025.0515.365.5517.83
RVCDBackbone=LLaVA-1.52025.0511.323.8715.48
RVCDBackbone=mPLUG-Owl22025.0510.043.7314.78
RVCDBackbone=MiniGPT-42025.0593.6115.98