Graph-level Classification on MalNet Tiny LRGB (test)
94.6AccuracyGatedGCN+
Evaluation results
| Method | Links | |
|---|---|---|
| GatedGCN+Number of Parameters=~500K, enhanced_version=true2025.02 | 94.6 | |
| GSSCNumber of Parameters=~500K, Year=2024b2025.02 | 94.06 | |
| ExphormerNumber of Parameters=~500K, Year=20232025.02 | 94.02 | |
| GCN+Number of Parameters=~500K, Time (epoch)=6s, enhanced_version=true2025.02 | 93.54 | |
| GraphGPSNumber of Parameters=~500K, Year=20222025.02 | 93.5 | |
| GraphGPSNumber of Parameters=~500K, Year=2023, Time (epoch)=46s2025.02 | 93.5 | |
| Graph-MambaNumber of Parameters=~500K, Year=20242025.02 | 93.4 | |
| GIN+Number of Parameters=~500K, enhanced_version=true2025.02 | 93.25 | |
| GatedGCNNumber of Parameters=~500K2025.02 | 92.23 | |
| GINNumber of Parameters=~500K2025.02 | 88.98 | |
| GCNNumber of Parameters=~500K2025.02 | 81 |