Account Detection on Bitcoin-L (test) benchmark leaderboard · SOTA2 Research

Account Detection on Bitcoin-L (test)

90.61PrecisionUniDetect

Evaluation Results

Method	Links
UniDetect2026.04		90.61	96.43	93.41	95.22	72.25
DIAM2026.04		89.58	90.11	89.8	90.05	65.76
UniDetect2026.04		85.23	77.43	81.1	86.39	60.16
BERT4ETH2026.04		84.68	77.31	80.81	86.19	58.11
SIGTRAN2026.04		80.52	75.22	77.8	80.45	50.32
GAT2026.04		79.45	65.73	71.8	80.44	44.79
GraphSAGE2026.04		73.16	74.79	74	89.93	45.43
APPNP2026.04		71.69	70.34	71	83.79	44.17
BWGNN2026.04		71.15	80.38	75.46	71.57	47.57
GCN2026.04		70.11	73.35	71.69	73.72	43.88
GIN2026.04		70.06	55.45	61.7	74.27	43.68
DGA-GNN2026.04		68.66	80.07	73.97	72.67	43.19
Node2Vec2026.04		68.49	60.75	64.39	64.46	36.02
GRIT2026.04		65.43	62.78	64.11	64.36	35.44
CARE-GNN2026.04		64.61	80.38	71.62	70.33	37.23
DeepWalk2026.04		62.31	60.63	61.45	67	32.62
PMP2026.04		59.31	80.38	71.64	70.42	44.68