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ResearchFormerly WizWand

Semantic Segmentation on NYUv2 Forget set (train)

94.63mIoUOurs
46.99859.36471.7384.096May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OursSetting=PU (NOR), Backbone=ViT-L2026.0594.63
OursSetting=PU (DEP), Backbone=ViT-L2026.0594.1
OriginalSetting=Ref., Backbone=ViT-L2026.0593.42
SCRUBSetting=PU (DEP), Backbone=ViT-L2026.0593.17
SCRUBSetting=PU (NOR), Backbone=ViT-L2026.0592.88
OrthoGradSetting=PU (DEP), Backbone=ViT-L2026.0592.83
NegGrad+Setting=PU (DEP), Backbone=ViT-L2026.0592.7
NegGrad+Setting=PU (NOR), Backbone=ViT-L2026.0592.65
FisherSetting=PU (DEP), Backbone=ViT-L2026.0592.57
OrthoGradSetting=PU (NOR), Backbone=ViT-L2026.0592.11
InfluenceSetting=PU (DEP), Backbone=ViT-L2026.0592.02
InfluenceSetting=PU (NOR), Backbone=ViT-L2026.0591.85
FisherSetting=PU (NOR), Backbone=ViT-L2026.0591.21
SSDSetting=PU (DEP), Backbone=ViT-L2026.0578.27
RetrainSetting=Ref., Backbone=ViT-L2026.0576.36
NegGrad+Setting=FU, Backbone=ViT-L2026.0576.11
OursSetting=FU, Backbone=ViT-L2026.0575.43
OursSetting=PU (SEG), Backbone=ViT-L2026.0575.17
SCRUBSetting=PU (SEG), Backbone=ViT-L2026.0575.1
OrthoGradSetting=FU, Backbone=ViT-L2026.0574.61
OrthoGradSetting=PU (SEG), Backbone=ViT-L2026.0572.38
InfluenceSetting=PU (SEG), Backbone=ViT-L2026.0572.3
SSDSetting=PU (NOR), Backbone=ViT-L2026.0571.42
SSDSetting=FU, Backbone=ViT-L2026.0571.13
NegGrad+Setting=PU (SEG), Backbone=ViT-L2026.0570.65
SSDSetting=PU (SEG), Backbone=ViT-L2026.0570.3
SCRUBSetting=FU, Backbone=ViT-L2026.0570.03
InfluenceSetting=FU, Backbone=ViT-L2026.0560.4
FisherSetting=PU (SEG), Backbone=ViT-L2026.0551.07
FisherSetting=FU, Backbone=ViT-L2026.0548.83