OpenCodePapers

graph-classification-on-reddit-binary

ClassificationGraph Classification
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracyAccuracy (10-fold)ModelNameReleaseDate
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring✓ Link91.36R-GIN + PANDA2024-06-06
Strengthening structural baselines for graph classification using Local Topological Profile✓ Link91.1 ± 1.091.1 ± 1.0Local Topological Profile (LTP)2023-05-01
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring✓ Link91.055GIN + PANDA2024-06-06
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring✓ Link80.69GCN + PANDA2024-06-06
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring✓ Link80.2R-GCN + PANDA2024-06-06
DiffWire: Inductive Graph Rewiring via the Lovász Bound✓ Link78.45CT-Layer2022-06-15
DiffWire: Inductive Graph Rewiring via the Lovász Bound✓ Link77.63GAP-Layer (Rcut)2022-06-15
DiffWire: Inductive Graph Rewiring via the Lovász Bound✓ Link77.17DiffWire2022-06-15
DiffWire: Inductive Graph Rewiring via the Lovász Bound✓ Link76GAP-Layer (Ncut)2022-06-15