Binary Classification on Ethereum Stablecoin Flows benchmark leaderboard · SOTA2 Research

Binary Classification on Ethereum Stablecoin Flows

100AUROCRandom Forest

Evaluation Results

Method	Links
Random Forest2026.02		100	99.97	99.94	99.88
CatBoost2026.02		100	99.95	99.91	100
LightGBM2026.02		100	99.98	99.97	100
XGBoost2026.02		100	99.93	99.88	99.94
Logistic Regression2026.02		99.97	99.53	99.18	99.59
DNN2026.02		99.94	99.98	99.97	99.94
GNN2026.02		99.74	99.29	98.86	98.97