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ResearchFormerly WizWand

Multi-task Unlearning Interference on NYU v2

9.1UISinterference-aware framework
4.13237.66671.2104.734May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
interference-aware frameworkSetting=PU (DEP), Backbone=Swin-L2026.059.1
interference-aware frameworkSetting=PU (NOR), Backbone=Swin-L2026.0510.6
OursSetting=PU (DEP), Backbone=ViT-L2026.0512.3
OursSetting=PU (NOR), Backbone=ViT-L2026.0512.4
interference-aware frameworkSetting=PU (SEG), Backbone=Swin-L2026.0514
interference-aware frameworkSetting=FU, Backbone=Swin-L2026.0514.6
OursSetting=PU (SEG), Backbone=ViT-L2026.0515.4
OrthoGradSetting=PU (DEP), Backbone=ViT-L2026.0520.7
OursSetting=FU, Backbone=ViT-L2026.0522
NegGrad+Setting=PU (DEP), Backbone=ViT-L2026.0522.5
OrthoGradSetting=PU (NOR), Backbone=ViT-L2026.0523.5
SCRUBSetting=PU (NOR), Backbone=ViT-L2026.0526.2
SCRUBSetting=PU (DEP), Backbone=ViT-L2026.0527.3
NegGrad+Setting=PU (NOR), Backbone=ViT-L2026.0527.9
OrthoGradSetting=FU, Backbone=ViT-L2026.0528.6
SCRUBSetting=PU (SEG), Backbone=ViT-L2026.0529.7
InfluenceSetting=PU (NOR), Backbone=ViT-L2026.0530.4
NegGrad+Setting=FU, Backbone=ViT-L2026.0530.5
NegGrad+Setting=FU, Backbone=Swin-L2026.0531.2
OrthoGradSetting=PU (SEG), Backbone=ViT-L2026.0533.8
NegGrad+Setting=PU (SEG), Backbone=ViT-L2026.0534.3
SCRUBSetting=FU, Backbone=ViT-L2026.0537.2
InfluenceSetting=PU (DEP), Backbone=ViT-L2026.0543.4
InfluenceSetting=PU (SEG), Backbone=ViT-L2026.0559.8
FisherSetting=PU (NOR), Backbone=ViT-L2026.0571.3
FisherSetting=PU (SEG), Backbone=ViT-L2026.0574
InfluenceSetting=FU, Backbone=ViT-L2026.0577
SSDSetting=PU (DEP), Backbone=ViT-L2026.0577.9
FisherSetting=PU (DEP), Backbone=ViT-L2026.0579.1
SSDSetting=FU, Backbone=ViT-L2026.0597.5
FisherSetting=FU, Backbone=ViT-L2026.0599.6
SSDSetting=PU (SEG), Backbone=ViT-L2026.05115.4
SSDSetting=PU (NOR), Backbone=ViT-L2026.05116.7
FisherSetting=FU, Backbone=Swin-L2026.05133.3