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ResearchFormerly WizWand

Referring Expression Comprehension on RefCOCOg (val-g)

80.42AccuracySimVG-DB
56.60462.78768.9775.153Sep 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SimVG-DBVisual Encoder=ViT-L/32, Time (ms)=1162024.0980.42
SimVG-TBVisual Encoder=ViT-L/32, Time (ms)=1012024.0979.34
SimVG-DBVisual Encoder=ViT-B/32, Time (ms)=522024.0978.81
SimVG-TBVisual Encoder=ViT-B/32, Time (ms)=442024.0977.66
TransCPVisual Encoder=RN50, Time (ms)=74*2024.0972.6
VLTVGVisual Encoder=RN50, Time (ms)=79*2024.0972.53
Dyn.MDETRVisual Encoder=ViT-B/162024.0972.21
SeqTRVisual Encoder=DN53, Time (ms)=502024.0971.5
DGAVisual Encoder=VGG16, Time (ms)=3412024.0969.07
TransVGVisual Encoder=RN101, Time (ms)=622024.0967.02
ReSCLVisual Encoder=DN53, Time (ms)=362024.0963.12
LBYLVisual Encoder=DN53, Time (ms)=302024.0962.7
VGTRVisual Encoder=RN502024.0961.64
NMTreeVisual Encoder=RN1012024.0957.52