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ResearchFormerly WizWand

Image Classification on ImageNet 1k (source)

73.38Top-1 AccCLAP
50.843256.694162.54568.3959Oct 6, 2022Mar 13, 2023Aug 19, 2023Jan 25, 2024Jul 1, 2024Dec 7, 2024May 15, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CLAPBackbone=ViT-B/162023.1273.38
MMRL2025.0572.03
MMRL++2025.0571.87
CoOp2022.1071.51
CoOp2025.0571.51
PromptSRC2025.0571.27
Co-CoOp2022.1071.02
Co-CoOp2025.0571.02
MMA2025.0571
TaskRes(e)Backbone=ViT-B/162023.1270.84
MaPLe2022.1070.72
MaPLe2025.0570.72
ZS-LPBackbone=ViT-B/162023.1269.73
Zero-ShotBackbone=ViT-B/162023.1268.71
CLIP-AdapterBackbone=ViT-B/162023.1268.46
CLIP2022.1066.73
CLIP2025.0566.73
CLAPBackbone=ResNet-502023.1265.02
Rand. Init LPBackbone=ViT-B/162023.1262.95
TIP-Adapter(f)Backbone=ResNet-502023.1262.27
ZS-LPBackbone=ResNet-502023.1261
TaskRes(e)Backbone=ResNet-502023.1260.85
Zero-ShotBackbone=ResNet-502023.1260.35
CLIP-AdapterBackbone=ResNet-502023.1259.02
TIP-AdapterBackbone=ResNet-502023.1257.81
TIP-AdapterBackbone=ViT-B/162023.1253.81
Rand. Init LPBackbone=ResNet-502023.1252.24
TIP-Adapter(f)Backbone=ViT-B/162023.1251.71