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ResearchFormerly WizWand

Image Classification on STL

99.41Top-1 AccOriginal
3.501228.400653.378.1994Oct 19, 2023Mar 24, 2024Aug 28, 2024Feb 1, 2025Jul 8, 2025Dec 12, 2025May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OriginalBackbone=ViT-L/14, Step=Step 02026.0599.41
FTBackbone=ViT-L/14, Step=Step 32026.0599.41
CATABackbone=ViT-L/14, Step=Step 12026.0599.41
CATABackbone=ViT-L/14, Step=Step 32026.0599.4
CATABackbone=ViT-L/14, Step=Step 22026.0599.36
GABackbone=ViT-L/14, Step=Step 12026.0599.35
CATABackbone=ViT-L/14, Step=Step 52026.0599.31
FTBackbone=ViT-L/14, Step=Step 22026.0599.3
FTBackbone=ViT-L/14, Step=Step 42026.0599.29
FTBackbone=ViT-L/14, Step=Step 12026.0599.28
FTBackbone=ViT-L/14, Step=Step 52026.0599.25
CATABackbone=ViT-L/14, Step=Step 42026.0599.22
FTBackbone=ViT-B/32, Step=Step 22026.0597.92
GABackbone=ViT-L/14, Step=Step 22026.0597.88
FTBackbone=ViT-B/32, Step=Step 12026.0597.74
FTBackbone=ViT-B/32, Step=Step 32026.0597.6
FTBackbone=ViT-B/32, Step=Step 42026.0597.55
FTBackbone=ViT-B/32, Step=Step 52026.0597.47
OriginalBackbone=ViT-B/32, Step=Step 02026.0597.36
GABackbone=ViT-B/32, Step=Step 12026.0596.96
CATABackbone=ViT-B/32, Step=Step 12026.0596.83
MoCo-v3Ep=1000, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.1096.7
CATABackbone=ViT-B/32, Step=Step 52026.0596.69
oBoWEp=200, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.1096.6
OriginalBackbone=RN1012026.0596.46
OriginalBackbone=RN1012026.0596.45
CATABackbone=RN1012026.0596.45
CLIP-LIPBackbone=RN1012026.0596.42
InfoMinEp=800, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.1096.4
CATABackbone=ViT-B/32, Step=Step 42026.0596.38
CATABackbone=ViT-B/32, Step=Step 32026.0596.2
CARPEp=400, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.1095.9
CATABackbone=ViT-B/32, Step=Step 22026.0595.89
GABackbone=ViT-B/32, Step=Step 22026.0595.8
DeepCluster-v2Ep=800, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.1095.6
DINOEp=800, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.1095.6
TripletEp=980, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.1095.6
CARPEp=400, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.1095.5
GABackbone=ViT-B/32, Step=Step 32026.0595.47
SwAVEp=800, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.1095.2
GABackbone=ViT-B/32, Step=Step 42026.0595.16
Barlow TwinsEp=1000, k=20, Evaluation Protocol=k-NN, Multi-crop=false2023.1094.8
GABackbone=ViT-B/32, Step=Step 52026.0594.74
CATABackbone=RN502026.0594.03
SeLa-v2Ep=400, k=20, Evaluation Protocol=k-NN, Multi-crop=true2023.1094
CLIP-LIPBackbone=RN502026.0593.8
OriginalBackbone=RN502026.0593.75
OriginalBackbone=RN502026.0593.75
CLIP-LIPBackbone=RN502026.0593.66
TIFSBackbone=RN1012026.0591.53
CLIP-LIPBackbone=RN1012026.0590.88
CATABackbone=RN1012026.0589.71
CATABackbone=RN502026.0588.84
TIFSBackbone=RN502026.0587.38
TIFSBackbone=RN1012026.0585.45
GABackbone=RN1012026.0584.45
TIFSBackbone=RN502026.0583.05
GABackbone=RN502026.0577.76
FTBackbone=RN1012026.0574.75
GABackbone=ViT-L/14, Step=Step 32026.0573.88
EMMNBackbone=RN1012026.0572.46
FTBackbone=RN502026.0567.05
FTBackbone=RN1012026.0566.9
EMMNBackbone=RN502026.0565.21
GABackbone=RN1012026.0556.33
LIPBackbone=ViT-L/14, Step=Step 12026.0555.75
EMMNBackbone=RN502026.0546.86
FTBackbone=RN502026.0545.2
GABackbone=ViT-L/14, Step=Step 42026.0544.9
EMMNBackbone=RN1012026.0542.85
GABackbone=ViT-L/14, Step=Step 52026.0542.27
LIPBackbone=ViT-B/32, Step=Step 12026.0541.09
GABackbone=RN502026.0534.16
FisherBackbone=RN1012026.0517.65
LIPBackbone=RN1012026.0516.4
FisherBackbone=RN502026.0515.47
LIPBackbone=RN502026.0515.19
LIPBackbone=RN1012026.0511.19
LIPBackbone=ViT-L/14, Step=Step 22026.0510.86
FisherBackbone=RN502026.0510.69
LIPBackbone=RN502026.0510.5
LIPBackbone=ViT-B/32, Step=Step 52026.0510.4
LIPBackbone=ViT-B/32, Step=Step 42026.0510.28
LIPBackbone=ViT-B/32, Step=Step 22026.059.97
FisherBackbone=RN1012026.059.94
LIPBackbone=ViT-L/14, Step=Step 42026.059.22
LIPBackbone=ViT-L/14, Step=Step 52026.059.22
LIPBackbone=ViT-L/14, Step=Step 32026.059.07
LIPBackbone=ViT-B/32, Step=Step 32026.057.19