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ResearchFormerly WizWand

Open Vocabulary Segmentation on ADE CS

43.21mIoUViT-Adapter
1.443612.286823.1333.9732Oct 8, 2023
Updated 5mo ago

Evaluation results

MethodLinks
ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1043.21
ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1031.63
ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1030.29
ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.1028.99
LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1025.11
LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1016.23
X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1014.39
X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1012.77
LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1011.37
ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.109.14
ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.106.35
LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.106.35
X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.105.88
ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.105.86
X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.104.85
ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.103.05