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ResearchFormerly WizWand

Classification on Tiny-ImageNet 1.0 (val)

63.2AccuracyC-TPT
8.91223.00637.151.194Jun 16, 2021Feb 12, 2022Oct 11, 2022Jun 9, 2023Feb 5, 2024Oct 3, 2024Jun 2, 2025
Updated 6mo ago

Evaluation results

MethodLinks
C-TPTBackbone=ViT-B/32, Test-time Prompt Tuning=true2025.0663.2
VS2Backbone=ViT-B/32, Ensemble=true2025.0662.79
TPTBackbone=ViT-B/32, Test-time Prompt Tuning=true2025.0662.77
VS2Backbone=ViT-B/32, Ensemble=true, Test-time Augmentation=true2025.0662.59
Diff-TPTBackbone=ViT-B/32, Test-time Prompt Tuning=true2025.0661.6
CLIPBackbone=ViT-B/32, Ensemble=true2025.0661.39
VS2Backbone=ViT-B/322025.0658.14
CLIPBackbone=ViT-B/32, Protocol=Zero-shot2025.0656.64
SSGAN-LABlock=Block5, Evaluation Protocol=Linear probing (logistic regression)2021.0635.1
SSGAN-LABlock=Block4, Evaluation Protocol=Linear probing (logistic regression)2021.0634.9
SSGANBlock=Block4, Evaluation Protocol=Linear probing (logistic regression)2021.0634.6
SSGAN-MSBlock=Block4, Evaluation Protocol=Linear probing (logistic regression)2021.0634.4
SSGAN-MSBlock=Block5, Evaluation Protocol=Linear probing (logistic regression)2021.0634.1
GANBlock=Block4, Evaluation Protocol=Linear probing (logistic regression)2021.0632.5
SSGANBlock=Block5, Evaluation Protocol=Linear probing (logistic regression)2021.0631.3
SSGAN-LABlock=Block3, Evaluation Protocol=Linear probing (logistic regression)2021.0628.3
SSGAN-MSBlock=Block3, Evaluation Protocol=Linear probing (logistic regression)2021.0628
DAGAN-MDBlock=Block4, Evaluation Protocol=Linear probing (logistic regression)2021.0627.9
SSGANBlock=Block3, Evaluation Protocol=Linear probing (logistic regression)2021.0627.7
DAGAN+Block=Block4, Evaluation Protocol=Linear probing (logistic regression)2021.0626.3
GANBlock=Block3, Evaluation Protocol=Linear probing (logistic regression)2021.0625.1
DAGAN-MDBlock=Block3, Evaluation Protocol=Linear probing (logistic regression)2021.0623.1
SSGANBlock=Block2, Evaluation Protocol=Linear probing (logistic regression)2021.0622.4
DAGAN-MDBlock=Block5, Evaluation Protocol=Linear probing (logistic regression)2021.0622.4
GANBlock=Block2, Evaluation Protocol=Linear probing (logistic regression)2021.0622.1
SSGAN-MSBlock=Block2, Evaluation Protocol=Linear probing (logistic regression)2021.0621.4
DAGAN+Block=Block3, Evaluation Protocol=Linear probing (logistic regression)2021.0621.1
SSGAN-LABlock=Block2, Evaluation Protocol=Linear probing (logistic regression)2021.0620.9
DAGAN+Block=Block2, Evaluation Protocol=Linear probing (logistic regression)2021.0618.4
DAGAN-MDBlock=Block2, Evaluation Protocol=Linear probing (logistic regression)2021.0618.4
DAGAN+Block=Block1, Evaluation Protocol=Linear probing (logistic regression)2021.0615.5
GANBlock=Block1, Evaluation Protocol=Linear probing (logistic regression)2021.0614.2
GANBlock=Block5, Evaluation Protocol=Linear probing (logistic regression)2021.0614.1
SSGANBlock=Block1, Evaluation Protocol=Linear probing (logistic regression)2021.0613.8
DAGAN-MDBlock=Block1, Evaluation Protocol=Linear probing (logistic regression)2021.0613.5
SSGAN-MSBlock=Block1, Evaluation Protocol=Linear probing (logistic regression)2021.0613.2
SSGAN-LABlock=Block1, Evaluation Protocol=Linear probing (logistic regression)2021.0612.9
DAGAN+Block=Block5, Evaluation Protocol=Linear probing (logistic regression)2021.0611