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Accident prediction on Nevada (test)

94.5AUROC

GIN + MoE

Updated 4d ago

Evaluation Results

Method	Links
GIN + MoE 2025.12		94.5	0.1
w/ speed limit features 2025.12		94.2	-
GIN + Gated Fusion 2025.12		94.1	0.1
GIN 2025.12		93.5	0.1
GIN + Basic Fusion 2025.12		93.5	0.2
GCN + Gated Fusion 2025.12		93.5	-
Vision Transformer 2025.12		93.2	0.2
w/o road network features 2025.12		93.2	-
w/o traffic volume features 2025.12		93.1	-
w/o weather features 2025.12		92.9	-
CLIP 2025.12		91.9	0.3
SupConGCN 2025.12		90.8	0.2
DeepWalk 2025.12		89.5	0.1
GCN 2025.12		89.4	0.2
w/o visual features 2025.12		89.4	-
Graph Transformer 2025.12		88.7	0.2
DCRNN 2025.12		85.5	0.1
GraphSAGE 2025.12		81.8	0.1
MLP 2025.12		80.8	0.3