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Node Classification on COCO-SP LRGB (test)

43.98F1 Score

NeuralWalker

Updated 11d ago

Evaluation Results

Method	Links
NeuralWalker 2024.06		43.98
GPS 2024.06		38.84
GPS + Transformer 2026.04		38.84
GPS + k-MIP 2026.04		35.56
GPS + BigBird 2026.04		35.25
Exphormer 2023.03		34.55
Exphormer 2024.06		34.55
Exphormer 2026.04		34.55
GPS 2022.05		34.12
GraphGPS 2023.03		34.12
GPS 2024.06		34.12
GatedGCN 2024.06		29.22
GatedGCN 2026.04		29.22
GPS + Performer 2026.04		27.7
GatedGCN 2022.05		26.41
GatedGCN 2023.03		26.41
Transformer 2022.05		26.18
Transformer+LapPE 2023.03		26.18
SAN 2022.05		25.92
SAN+LapPE 2023.03		25.92
GatedGCN 2022.05		25.74
GatedGCN+RWSE 2023.03		25.74
SAN 2022.05		24.34
SAN+RWSE 2023.03		24.34
GIN 2024.06		21.25
GINE 2026.04		21.25
GAT 2026.04		18.86
GINE 2022.05		13.39
GINE 2023.03		13.39
GCN 2024.06		13.38
GCN 2026.04		13.38
GCN 2022.05		8.41
GCN 2023.03		8.41