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ResearchFormerly WizWand

Object Classification on ImageNet (test)

82.8Top-1 AccGLA
57.247263.881170.51577.1489Oct 12, 2023Oct 19, 2023Oct 27, 2023Nov 4, 2023Nov 12, 2023Nov 20, 2023Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GLAbackbone=ViT-B/162023.1082.8
WiSE-FTbackbone=ViT-B/162023.1081.7
End-to-end fine-tuningbackbone=ViT-B/162023.1081.3
Linear probebackbone=ViT-B/162023.1079.9
GLAbackbone=ViT-B/322023.1077.9
WiSE-FTbackbone=ViT-B/322023.1076.9
End-to-end fine-tuningbackbone=ViT-B/322023.1076.3
Linear probebackbone=ViT-B/322023.1075.8
ZS_EnEvaluation Protocol=Zero-shot2023.1170.66
Zero-shotbackbone=ViT-B/162023.1068.3
CLIPBackbone=ViT-B/16, Evaluation Protocol=Zero-shot2023.1166.72
Zero-shotbackbone=ViT-B/322023.1063.2
CLIPBackbone=ViT-B/32, Evaluation Protocol=Zero-shot2023.1162.04
CLIPBackbone=RN101, Evaluation Protocol=Zero-shot2023.1161.26
CLIPBackbone=RN50, Evaluation Protocol=Zero-shot2023.1158.23