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ResearchFormerly WizWand

Image Classification on ImageNet-A 1.0 (test)

63.01Top-1 AccuracyAWT
29.646838.308446.9755.6316Dec 15, 2023Jan 17, 2024Feb 20, 2024Mar 25, 2024Apr 28, 2024Jun 1, 2024Jul 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
AWTShots=162024.0763.01
PromptAlignShots=162024.0759.37
TPT + CoCoOpShots=162024.0758.47
DiffTPT + CoOpShots=162024.0758.09
TPT + CoOpShots=162024.0757.95
DiffTPT + CoCoOpShots=162024.0752.56
MaPLeShots=162024.0750.9
PromptSRCShots=162024.0750.9
POMPShots=162024.0750.83
KgCoOpShots=162024.0750.69
CoCoOpShots=162024.0750.63
CoOpShots=162024.0749.71
ProGradShots=162024.0749.39
PLOT++Shots=162024.0747.05
GPSBackbone=ViT-B/162023.1246.11
SSFBackbone=ViT-B/162023.1245.88
AdapterBackbone=ViT-B/162023.1242.21
Bias TuningBackbone=ViT-B/162023.1242.12
VPT-DeepBackbone=ViT-B/162023.1239.1
Full TuningBackbone=ViT-B/162023.1234.49
Linear ProbingBackbone=ViT-B/162023.1233.91
VPT-ShallowBackbone=ViT-B/162023.1230.93