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

IMDB-BINARY

Graph Classification Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 GIN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 72.56 2024-06-06 📦 jeongwhanchoi/panda
2 R-GIN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 72.09 2024-06-06 📦 jeongwhanchoi/panda
3 GAP-Layer (Rcut) DiffWire: Inductive Graph Rewiring via the Lovász Bound 69.93 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
4 CT-Layer DiffWire: Inductive Graph Rewiring via the Lovász Bound 69.84 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
5 GAP-Layer (Ncut) DiffWire: Inductive Graph Rewiring via the Lovász Bound 68.80 2022-06-15 📦 ellisalicante/GraphRewiring-Tutorial 📦 AdrianArnaiz/DiffWire
6 R-GCN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 66.79 2024-06-06 📦 jeongwhanchoi/panda
7 GCN + PANDA PANDA: Expanded Width-Aware Message Passing Beyond Rewiring 63.76 2024-06-06 📦 jeongwhanchoi/panda
8 Local Topological Profile (LTP) Strengthening structural baselines for graph classification using Local Topological Profile 0.00 2023-05-01 📦 j-adamczyk/ltp

All Papers (8)

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