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ResearchFormerly WizWand

Open Vocabulary Segmentation on Mapillary CS

40.15mIoUViT-Adapter
-1.6069.234520.07530.9155Oct 8, 2023
Updated 5mo ago

Evaluation results

MethodLinks
ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1040.15
ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1037.94
ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1024.69
LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.1024.51
LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1022.97
X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1020.26
ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.1013.75
LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.1011.81
X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.109.39
X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.109.07
ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.105.39
ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.103.39
X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.102.03
ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.100.67
LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.100.01
ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.100