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ResearchFormerly WizWand

Classification on Covertype (CO) (test)

81.6Macro F1-scoreVar-T-JEPA
25.23239.86654.569.134Mar 20, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Var-T-JEPABackbone=XGBoost, Evaluation Coverage=10%2026.0381.6
Var-T-JEPABackbone=XGBoost, Evaluation Coverage=20%2026.0381.5
Var-T-JEPABackbone=XGBoost, Evaluation Coverage=50%2026.0381.3
Var-T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.0380.7
XGBoostBackbone=XGBoost, Evaluation Coverage=100%2026.0380.5
T-JEPABackbone=XGBoost, Evaluation Coverage=100%2026.0380.4
Var-T-JEPABackbone=ResNet, Evaluation Coverage=10%2026.0378.4
Var-T-JEPABackbone=ResNet, Evaluation Coverage=50%2026.0378.4
Var-T-JEPABackbone=DCNv2, Evaluation Coverage=10%2026.0378.3
Var-T-JEPABackbone=ResNet, Evaluation Coverage=20%2026.0378.1
Var-T-JEPABackbone=DCNv2, Evaluation Coverage=20%2026.0378
Var-T-JEPABackbone=DCNv2, Evaluation Coverage=50%2026.0377.8
Var-T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.0377.8
ResNetBackbone=ResNet, Evaluation Coverage=100%2026.0377.6
Var-T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.0377.5
Var-T-JEPABackbone=AutoInt, Evaluation Coverage=10%2026.0375.5
AutoIntBackbone=AutoInt, Evaluation Coverage=100%2026.0375.2
Var-T-JEPABackbone=AutoInt, Evaluation Coverage=20%2026.0375.2
Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=10%2026.0375.2
Var-T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.0375
Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=20%2026.0375
DCNv2Backbone=DCNv2, Evaluation Coverage=100%2026.0374.9
MLPBackbone=MLP, Evaluation Coverage=100%2026.0374.7
Var-T-JEPABackbone=AutoInt, Evaluation Coverage=50%2026.0374.5
Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.0374.3
Var-T-JEPABackbone=FT-Trans, Evaluation Coverage=50%2026.0374.3
FT-TransBackbone=FT-Trans, Evaluation Coverage=100%2026.0374.1
Var-T-JEPABackbone=MLP, Evaluation Coverage=50%2026.0369.2
Var-T-JEPABackbone=MLP, Evaluation Coverage=20%2026.0368
Var-T-JEPABackbone=MLP, Evaluation Coverage=10%2026.0367.8
Var-T-JEPABackbone=MLP, Evaluation Coverage=100%2026.0365.7
T-JEPABackbone=ResNet, Evaluation Coverage=100%2026.0349.9
T-JEPABackbone=DCNv2, Evaluation Coverage=100%2026.0344.3
T-JEPABackbone=FT-Trans, Evaluation Coverage=100%2026.0341.7
T-JEPABackbone=AutoInt, Evaluation Coverage=100%2026.0339.9
T-JEPABackbone=MLP, Evaluation Coverage=100%2026.0327.4