List your company
ResearchFormerly WizWand

Image Classification on ImageNet ES

87.85Top-1 AccMVP
42.828454.516766.20577.8933Dec 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MVPAE + Photo Aug.*=true, Backbone=ViT-B/162025.1287.85
CoOpwith Lens=true, Backbone=ViT-B/162025.1284.9
TDAwith Lens=true, Backbone=ViT-B/162025.1284.8
ZEROwith Lens=true, Backbone=ViT-B/162025.1284.8
PromptAlignwith Lens=true, Backbone=ViT-B/162025.1284.75
MTAwith Lens=true, Backbone=ViT-B/162025.1284.7
C-TPTwith Lens=true, Backbone=ViT-B/162025.1284.55
O-TPTwith Lens=true, Backbone=ViT-B/162025.1284.5
TPTwith Lens=true, Backbone=ViT-B/162025.1284.45
MaPLewith Lens=true, Backbone=ViT-B/162025.1284.4
CLIPwith Lens=true, Backbone=ViT-B/162025.1282.45
TDAAuto Exposure (AE)=true, Backbone=ViT-B/162025.1258.17
TDAAE + Photo Aug.*=true, Backbone=ViT-B/162025.1257.29
ZEROAuto Exposure (AE)=true, Backbone=ViT-B/162025.1257.05
ZEROAE + Photo Aug.*=true, Backbone=ViT-B/162025.1256.77
MTAAuto Exposure (AE)=true, Backbone=ViT-B/162025.1256.56
TPTAuto Exposure (AE)=true, Backbone=ViT-B/162025.1255.66
PromptAlignAuto Exposure (AE)=true, Backbone=ViT-B/162025.1255.45
MTAAE + Photo Aug.*=true, Backbone=ViT-B/162025.1254.64
C-TPTAuto Exposure (AE)=true, Backbone=ViT-B/162025.1253.55
O-TPTAuto Exposure (AE)=true, Backbone=ViT-B/162025.1252.7
MaPLeAuto Exposure (AE)=true, Backbone=ViT-B/162025.1252.57
CoOpAuto Exposure (AE)=true, Backbone=ViT-B/162025.1251.82
PromptAlignAE + Photo Aug.*=true, Backbone=ViT-B/162025.1250.27
TPTAE + Photo Aug.*=true, Backbone=ViT-B/162025.1249.66
CLIPAuto Exposure (AE)=true, Backbone=ViT-B/162025.1248.98
C-TPTAE + Photo Aug.*=true, Backbone=ViT-B/162025.1245.92
O-TPTAE + Photo Aug.*=true, Backbone=ViT-B/162025.1244.56