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ResearchFormerly WizWand

Classification on fashion (F1 score)

90.04F1 ScoreRNS
35.980850.015464.0578.0846Aug 21, 2024
Updated 7mo ago

Evaluation results

MethodLinks
RNSModel Interpretability=Interpretable2024.0890.04
LGBMModel Interpretability=Non-interpretable2024.0889.91
XGBModel Interpretability=Non-interpretable2024.0889.82
LORDModel Interpretability=Interpretable2024.0889.76
SAINTModel Interpretability=Non-interpretable2024.0889.69
RRLModel Interpretability=Interpretable2024.0889.64
NODEModel Interpretability=Non-interpretable2024.0889.63
PLNNModel Interpretability=Non-interpretable2024.0889.36
FTModel Interpretability=Non-interpretable2024.0889.23
TabNetModel Interpretability=Non-interpretable2024.0888.98
RFModel Interpretability=Non-interpretable2024.0888.35
TabTransModel Interpretability=Non-interpretable2024.0887.65
BNNModel Interpretability=Non-interpretable2024.0885.33
LRModel Interpretability=Interpretable2024.0884.53
SVMModel Interpretability=Non-interpretable2024.0884.46
KNNModel Interpretability=Interpretable2024.0882.35
PTURSModel Interpretability=Interpretable2024.0882.19
STGModel Interpretability=Non-interpretable2024.0881.15
VIMEModel Interpretability=Non-interpretable2024.0881.12
C4.5Model Interpretability=Interpretable2024.0880.49
DRNETModel Interpretability=Interpretable2024.0880.37
CARTModel Interpretability=Interpretable2024.0879.61
RIPPERModel Interpretability=Interpretable2024.0878.66
CRSModel Interpretability=Interpretable2024.0866.92
SBRLModel Interpretability=Interpretable2024.0847.38
CORELSModel Interpretability=Interpretable2024.0838.06