Our new X account is live! Follow @wizwand_team for updates

Accident prediction on Iowa (test)

0.88AUROC

GIN + MoE

Updated 4d ago

Evaluation Results

Method	Links
GIN + MoE 2025.12		0.88	0.1
GIN + Gated Fusion 2025.12		0.877	0.2
GIN + Basic Fusion 2025.12		0.867	0.2
Vision Transformer 2025.12		0.859	0.2
GIN 2025.12		0.853	0.2
w/ speed limit features 2025.12		0.847	-
GCN + Gated Fusion 2025.12		0.844	-
CLIP 2025.12		0.839	0.2
w/o road network features 2025.12		0.839	-
w/o weather features 2025.12		0.838	-
SupConGCN 2025.12		0.832	0.2
w/o traffic volume features 2025.12		0.82	-
DCRNN 2025.12		0.804	0.1
Graph Transformer 2025.12		0.801	0.1
GraphSAGE 2025.12		0.774	0.1
DeepWalk 2025.12		0.773	0.2
GCN 2025.12		0.772	0.2
w/o visual features 2025.12		0.772	-
MLP 2025.12		0.667	0.3