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ResearchFormerly WizWand

Open Vocabulary Segmentation on COCO CS

54.19mIoUViT-Adapter
0.16214.188528.21542.2415Oct 8, 2023
Updated 5mo ago

Evaluation results

MethodLinks
ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1054.19
ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1046.97
ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1039.16
LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1037.1
X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1028.14
X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1025.33
X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1022.52
LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1020.41
LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1014.66
LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.1014.59
ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.1012.55
ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1010.87
X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.1010.19
ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.108.28
ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.103.21
ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.102.24