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ResearchFormerly WizWand

Test-time adaptation on ITD γ = 10⁻¹ (test)

34.15AccuracyRoTTA (FPS)
-1.23087.954617.1426.3254May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RoTTA (FPS)Policy=Guided-obs, Memory=FPS, Backbone=ResNet-18, γ=10⁻¹2026.0534.15
RoTTA (CSTU)Policy=Class-guided, Memory=CSTU, Backbone=ResNet-18, γ=10⁻¹2026.0524.17
RoTTA (CDS)Policy=Guided-obs, Memory=CDS, Backbone=ResNet-18, γ=10⁻¹2026.0518.83
NOTE (PBRS)Policy=Class-guided, Memory=PBRS, Backbone=ResNet-18, γ=10⁻¹2026.0518.11
Norm (PBRS)Policy=Class-guided, Memory=PBRS, Backbone=ResNet-18, γ=10⁻¹2026.058.87
Norm (Reservoir)Policy=Uninformed, Memory=Reservoir, Backbone=ResNet-18, γ=10⁻¹2026.058.27
RoTTAPolicy=Uninformed, Memory=None, Backbone=ResNet-18, γ=10⁻¹2026.055.08
Norm (CSTU)Policy=Class-guided, Memory=CSTU, Backbone=ResNet-18, γ=10⁻¹2026.055.07
Norm (CDS)Policy=Guided-obs, Memory=CDS, Backbone=ResNet-18, γ=10⁻¹2026.054.59
Norm (FPS)Policy=Guided-obs, Memory=FPS, Backbone=ResNet-18, γ=10⁻¹2026.054.19
NormPolicy=Uninformed, Memory=None, Backbone=ResNet-18, γ=10⁻¹2026.052.22
RoTTA (PBRS)Policy=Class-guided, Memory=PBRS, Backbone=ResNet-18, γ=10⁻¹2026.050.63
RoTTA (Reservoir)Policy=Uninformed, Memory=Reservoir, Backbone=ResNet-18, γ=10⁻¹2026.050.25
NOTEPolicy=Uninformed, Memory=None, Backbone=ResNet-18, γ=10⁻¹2026.050.23
NOTE (CSTU)Policy=Class-guided, Memory=CSTU, Backbone=ResNet-18, γ=10⁻¹2026.050.14
NOTE (CDS)Policy=Guided-obs, Memory=CDS, Backbone=ResNet-18, γ=10⁻¹2026.050.14
NOTE (FPS)Policy=Guided-obs, Memory=FPS, Backbone=ResNet-18, γ=10⁻¹2026.050.14
NOTE (Reservoir)Policy=Uninformed, Memory=Reservoir, Backbone=ResNet-18, γ=10⁻¹2026.050.13