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ResearchFormerly WizWand

Classification on Urban Land Cover Standard (5-fold CV)

84.8AccuracyZAYAN
54.84862.62470.478.176Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ZAYANValidation=5-fold CV, Rule=average-tie2026.0484.81.06
TabICLValidation=5-fold CV, Rule=average-tie2026.0483.33.38
TANDEMValidation=5-fold CV, Rule=average-tie2026.0483.296.06
TabRValidation=5-fold CV, Rule=average-tie2026.0483.219.25
TabMValidation=5-fold CV, Rule=average-tie2026.0482.076.94
CatBoostValidation=5-fold CV, Rule=average-tie2026.0480.0812.13
TabPFNv2Validation=5-fold CV, Rule=average-tie2026.0480.0617.5
Random ForestValidation=5-fold CV, Rule=average-tie2026.0479.2914
Naive BayesValidation=5-fold CV, Rule=average-tie2026.0477.5122.81
Decision TreeValidation=5-fold CV, Rule=average-tie2026.0474.7518.56
TabTValidation=5-fold CV, Rule=average-tie2026.0474.7519.31
TabSeqValidation=5-fold CV, Rule=average-tie2026.0473.9619.56
1D CNNValidation=5-fold CV, Rule=average-tie2026.0473.3715.25
FT-TValidation=5-fold CV, Rule=average-tie2026.0473.1816.38
GBMValidation=5-fold CV, Rule=average-tie2026.0472.7811.94
NODEValidation=5-fold CV, Rule=average-tie2026.0472.4616.63
DCNValidation=5-fold CV, Rule=average-tie2026.0471.622.38
Log. Reg.Validation=5-fold CV, Rule=average-tie2026.0470.6116.38
KNNValidation=5-fold CV, Rule=average-tie2026.0470.2213.94
MLPValidation=5-fold CV, Rule=average-tie2026.0469.6314.13
LGBMValidation=5-fold CV, Rule=average-tie2026.0469.2621
AutoIntValidation=5-fold CV, Rule=average-tie2026.046921.63
SVMValidation=5-fold CV, Rule=average-tie2026.0468.4422.31
DeepFMValidation=5-fold CV, Rule=average-tie2026.0468.222
XGBoostValidation=5-fold CV, Rule=average-tie2026.0468.0512.06
TANGOSValidation=5-fold CV, Rule=average-tie2026.0466.3724
TabNetValidation=5-fold CV, Rule=average-tie2026.0464.117
SAINTValidation=5-fold CV, Rule=average-tie2026.0463.519.13
AdaBoostValidation=5-fold CV, Rule=average-tie2026.0463.1218.25
ProtoGateValidation=5-fold CV, Rule=average-tie2026.0462.9624.13
TabulaRNNValidation=5-fold CV, Rule=average-tie2026.045620.06