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ResearchFormerly WizWand

Node Classification on Actor L=2 (test)

38.58AccuracyTRIGON
22.782426.883730.98535.0863May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TRIGONArchitecture=GIN, Node Features=Included, Layers=22026.0538.58
TRIGONArchitecture=GAT, Node Features=Included, Layers=22026.0536.34
TRIGONArchitecture=GCN, Node Features=Included, Layers=22026.0536.18
JDRArchitecture=GAT, Node Features=Included, Layers=22026.0531.08
ComFyArchitecture=GCN, Node Features=Included, Layers=22026.0529.37
JDRArchitecture=GCN, Node Features=Included, Layers=22026.0529.16
ComFyArchitecture=GAT, Node Features=Included, Layers=22026.0528.89
ComFyArchitecture=GIN, Node Features=Included, Layers=22026.0528.37
ComFyArchitecture=GCN, Node Features=Excluded, Layers=22026.0528.32
TRIGONArchitecture=GCN, Node Features=Excluded, Layers=22026.0528.32
JDRArchitecture=GIN, Node Features=Included, Layers=22026.0528.24
ComFyArchitecture=GAT, Node Features=Excluded, Layers=22026.0528.21
TRIGONArchitecture=GAT, Node Features=Excluded, Layers=22026.0527.47
TRIGONArchitecture=GIN, Node Features=Excluded, Layers=22026.0526.89
BORFArchitecture=GAT, Node Features=Included, Layers=22026.0526.11
ComFyArchitecture=GIN, Node Features=Excluded, Layers=22026.0526.08
FOSRArchitecture=GAT, Node Features=Excluded, Layers=22026.0526.03
RepNodesArchitecture=GAT, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.0526
RepEdgesArchitecture=GAT, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.0526
RepNodesArchitecture=GCN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.0525.95
JDRArchitecture=GCN, Node Features=Excluded, Layers=22026.0525.95
SDRFArchitecture=GAT, Node Features=Excluded, Layers=22026.0525.95
FOSRArchitecture=GCN, Node Features=Excluded, Layers=22026.0525.82
SDRFArchitecture=GCN, Node Features=Excluded, Layers=22026.0525.82
RepEdgesArchitecture=GCN, Node Features=Included, Selection Heuristic=best, Layers=22026.0525.68
RepNodesArchitecture=GIN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.0525.66
RepEdgesArchitecture=GIN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.0525.66
BORFArchitecture=GCN, Node Features=Included, Layers=22026.0525.63
FOSRArchitecture=GCN, Node Features=Included, Layers=22026.0525.5
RepEdgesArchitecture=GCN, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.0525.5
BORFArchitecture=GCN, Node Features=Excluded, Layers=22026.0525.5
BORFArchitecture=GAT, Node Features=Excluded, Layers=22026.0525.47
BaselineArchitecture=GCN, Node Features=Excluded, Layers=22026.0525.45
BaselineArchitecture=GAT, Node Features=Included, Layers=22026.0525.39
MNArchitecture=GCN, Node Features=Excluded, Layers=22026.0525.39
RepNodesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.0525.39
RepEdgesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.0525.39
SDRFArchitecture=GCN, Node Features=Included, Layers=22026.0525.37
JDRArchitecture=GAT, Node Features=Excluded, Layers=22026.0525.34
MNArchitecture=GAT, Node Features=Excluded, Layers=22026.0525.29
RepNodesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.0525.24
MNArchitecture=GCN, Node Features=Included, Layers=22026.0525.16
MNArchitecture=GIN, Node Features=Excluded, Layers=22026.0525.13
RepNodesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.0525.13
RepEdgesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=best, Layers=22026.0525.13
RepEdgesArchitecture=GCN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.0525.11
RepNodesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.0525.11
RepEdgesArchitecture=GIN, Node Features=Excluded, Selection Heuristic=SRL*, Layers=22026.0525.11
RepNodesArchitecture=GAT, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.0525.05
RepEdgesArchitecture=GAT, Node Features=Included, Selection Heuristic=SRL*, Layers=22026.0525.05
JDRArchitecture=GIN, Node Features=Excluded, Layers=22026.0525.03
BaselineArchitecture=GCN, Node Features=Included, Layers=22026.0525
BORFArchitecture=GIN, Node Features=Excluded, Layers=22026.0525
BaselineArchitecture=GAT, Node Features=Excluded, Layers=22026.0524.97
MNArchitecture=GIN, Node Features=Included, Layers=22026.0524.92
FOSRArchitecture=GIN, Node Features=Excluded, Layers=22026.0524.92
SDRFArchitecture=GIN, Node Features=Excluded, Layers=22026.0524.92
BORFArchitecture=GIN, Node Features=Included, Layers=22026.0524.84
FOSRArchitecture=GAT, Node Features=Included, Layers=22026.0524.68
BaselineArchitecture=GIN, Node Features=Excluded, Layers=22026.0524.66
SDRFArchitecture=GAT, Node Features=Included, Layers=22026.0524.53
BaselineArchitecture=GIN, Node Features=Included, Layers=22026.0524.39
FOSRArchitecture=GIN, Node Features=Included, Layers=22026.0524.34
SDRFArchitecture=GIN, Node Features=Included, Layers=22026.0524.21
MNArchitecture=GAT, Node Features=Included, Layers=22026.0523.39