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ResearchFormerly WizWand

Semantic Segmentation on LVIS 92^i (test)

40mIoUMatcher
9.3217.28525.2533.215May 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Matchershot=few-shot, category=generalist model, venue=this work, in-domain training=false2023.0540
Matchershot=1-shot, category=generalist model, venue=this work, in-domain training=false2023.0533
SegGPTshot=few-shot, category=generalist model, venue=ICCV'23, in-domain training=false2023.0525.4
HSNetshot=few-shot, category=specialist model, venue=ICCV'21, in-domain training=true2023.0522.9
VATshot=few-shot, category=specialist model, venue=ECCV'22, in-domain training=true2023.0522.7
SegGPTshot=1-shot, category=generalist model, venue=ICCV'23, in-domain training=false2023.0518.6
VATshot=1-shot, category=specialist model, venue=ECCV'22, in-domain training=true2023.0518.5
HSNetshot=1-shot, category=specialist model, venue=ICCV'21, in-domain training=true2023.0517.4
PerSAM-Fshot=1-shot, category=generalist model, venue=arXiv'23, in-domain training=false, training-free=true2023.0512.3
PerSAMshot=1-shot, category=generalist model, venue=arXiv'23, in-domain training=false, using SAM=true2023.0511.5
Paintershot=few-shot, category=generalist model, venue=CVPR'23, in-domain training=false2023.0510.9
Paintershot=1-shot, category=generalist model, venue=CVPR'23, in-domain training=false2023.0510.5