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ResearchFormerly WizWand

Classification on dota2 (F1 score)

60.17F1 ScoreRNS
33.816440.658247.554.3418Aug 21, 2024
Updated 7mo ago

Evaluation results

MethodLinks
RNSModel Interpretability=Interpretable2024.0860.17
RRLModel Interpretability=Interpretable2024.0860.08
NODEModel Interpretability=Non-interpretable2024.0860.01
FTModel Interpretability=Non-interpretable2024.0859.7
SAINTModel Interpretability=Non-interpretable2024.0859.58
PLNNModel Interpretability=Non-interpretable2024.0859.46
LRModel Interpretability=Interpretable2024.0859.34
TabNetModel Interpretability=Non-interpretable2024.0859.16
TabTransModel Interpretability=Non-interpretable2024.0859.12
LGBMModel Interpretability=Non-interpretable2024.0858.81
LORDModel Interpretability=Interpretable2024.0858.61
XGBModel Interpretability=Non-interpretable2024.0858.53
SVMModel Interpretability=Non-interpretable2024.0857.76
RFModel Interpretability=Non-interpretable2024.0857.39
VIMEModel Interpretability=Non-interpretable2024.0857.01
CRSModel Interpretability=Interpretable2024.0856.31
RIPPERModel Interpretability=Interpretable2024.0855.67
BNNModel Interpretability=Non-interpretable2024.0854.76
PTURSModel Interpretability=Interpretable2024.0853.82
DRNETModel Interpretability=Interpretable2024.0852.67
C4.5Model Interpretability=Interpretable2024.0852.08
CARTModel Interpretability=Interpretable2024.0851.91
KNNModel Interpretability=Interpretable2024.0851.61
CORELSModel Interpretability=Interpretable2024.0846.21
STGModel Interpretability=Non-interpretable2024.0841.02
SBRLModel Interpretability=Interpretable2024.0834.83