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ResearchFormerly WizWand

Object Classification on SUN397

98Top-1 AccuracyCAC
40.07255.11170.1585.189Aug 12, 2022Mar 16, 2023Oct 19, 2023May 22, 2024Dec 25, 2024Jul 29, 2025Mar 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
CACBackbone=ViT-L/14 from CLIP2025.1298
CoLORBackbone=ViT-L/14 from CLIP2025.1298
Source-onlyBackbone=ViT-L/14 from CLIP2025.1297
DDBackbone=ViT-L/14 from CLIP2025.1297
PULSEBackbone=ViT-L/14 from CLIP2025.1297
CACBackbone=ResNet502025.1285
CoLORBackbone=ResNet502025.1283
PULSEBackbone=ResNet502025.1282
DDBackbone=ResNet502025.1275
BODABackbone=ViT-L/14 from CLIP2025.1275
Source-onlyBackbone=ResNet502025.1272
ITOPre-training Dataset=DataComp-1B, Backbone=ViT-B/16, Training Epochs=10 epochs, Zero-shot protocol=EVA-CLIP2026.0370.3
BODABackbone=ResNet502025.1270
ITO sub2Pre-training Dataset=DataComp-1B, Backbone=ViT-B/16, Training Epochs=10 epochs, Zero-shot protocol=EVA-CLIP2026.0369.8
CLIPPre-training Dataset=DataComp-1B, Backbone=ViT-B/16, Training Epochs=10 epochs, Zero-shot protocol=EVA-CLIP2026.0369.7
RényiCLProtocol=linear evaluation2022.0866.1
NNCLRProtocol=linear evaluation2022.0862.5
BYOLProtocol=linear evaluation2022.0862.2
SupervisedProtocol=linear evaluation2022.0861.9
SimCLRProtocol=linear evaluation2022.0858.8
ITO sub2Backbone=ViT-B/16, Pre-training Dataset=CC3M-recap, Evaluation Protocol=Zero-shot2026.0346
ITO sub3Backbone=ViT-B/16, Pre-training Dataset=CC3M-recap, Evaluation Protocol=Zero-shot2026.0346
FLAIRBackbone=ViT-B/16, Pre-training Dataset=CC3M-recap, Evaluation Protocol=Zero-shot2026.0342.3