ML Research Wiki / Benchmarks / Graph Classification / REDDIT-BINARY

REDDIT-BINARY

Graph Classification Benchmark

Performance Over Time

đź“Š Showing 9 results | đź“Ź Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 R-GIN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 91.36 2024-06-06 📦 jeongwhanchoi/panda
2 GIN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 91.06 2024-06-06 📦 jeongwhanchoi/panda
3 GCN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 80.69 2024-06-06 📦 jeongwhanchoi/panda
4 R-GCN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 80.20 2024-06-06 📦 jeongwhanchoi/panda
5 CT-Layer DiffWire: Inductive Graph Rewiring via the Lovász Bound 78.45 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
6 GAP-Layer (Rcut) DiffWire: Inductive Graph Rewiring via the Lovász Bound 77.63 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
7 DiffWire DiffWire: Inductive Graph Rewiring via the Lovász Bound 77.17 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
8 GAP-Layer (Ncut) DiffWire: Inductive Graph Rewiring via the Lovász Bound 76.00 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
9 Local Topological Profile (LTP) Strengthening structural baselines for graph classification using Local Topological Profile 0.00 2023-05-01 📦 j-adamczyk/ltp

All Papers (9)

jeongwhanchoi/panda
jeongwhanchoi/panda
jeongwhanchoi/panda
jeongwhanchoi/panda
ellisalicante/GraphRewiring-Tutorial AdrianArnaiz/DiffWire
ellisalicante/GraphRewiring-Tutorial AdrianArnaiz/DiffWire
ellisalicante/GraphRewiring-Tutorial AdrianArnaiz/DiffWire
ellisalicante/GraphRewiring-Tutorial AdrianArnaiz/DiffWire
j-adamczyk/ltp