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ResearchFormerly WizWand

Order Sensitivity on ARO

99.4Flickr30K OrderMiniGPT-4
9.4432.79556.1579.505May 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MiniGPT-42023.0599.498.9
LLaVA2023.0598.197.5
NegBLIP22023.0591.888.2
NegCLIP2023.059186
NegBLIP2023.058584.7
SGVLBackbone=CLIP2023.058278.2
SGVLBackbone=BLIP22023.057777
SGVLBackbone=BLIP2023.057071
CLIP2023.0559.546
BLIP22023.0533.932.3
BLIP2023.0527.924.9
ViLT2023.0522.418.7
FLAVA2023.0512.93.9