Graph-level Task on COCO-SP LRGB (test)
0.396F1 ScoreGraph-Mamba
Evaluation results
| Method | Links | |
|---|---|---|
| Graph-MambaNumber of Parameters=~500K, Year=20242025.02 | 0.396 | |
| GraphGPSNumber of Parameters=~500K, Year=2023, Time (epoch)=213s2025.02 | 0.3884 | |
| GatedGCN+Number of Parameters=~500K, enhanced_version=true2025.02 | 0.3802 | |
| DIFFormerNumber of Parameters=~500K, Year=20232025.02 | 0.362 | |
| NAGphormerNumber of Parameters=~500K, Year=2023a2025.02 | 0.3458 | |
| ExphormerNumber of Parameters=~500K, Year=20232025.02 | 0.343 | |
| GraphGPSNumber of Parameters=~500K, Year=20222025.02 | 0.3412 | |
| GECONumber of Parameters=~500K, Year=20242025.02 | 0.332 | |
| GEAETNumber of Parameters=~500K, Year=20242025.02 | 0.3219 | |
| GatedGCNNumber of Parameters=~500K2025.02 | 0.2922 | |
| GCN+Number of Parameters=~500K, Time (epoch)=162s, enhanced_version=true2025.02 | 0.2733 | |
| GTNumber of Parameters=~500K, Year=20202025.02 | 0.2618 | |
| SANNumber of Parameters=~500K, Year=20212025.02 | 0.2592 | |
| GIN+Number of Parameters=~500K, enhanced_version=true2025.02 | 0.2483 | |
| GINNumber of Parameters=~500K2025.02 | 0.2125 | |
| GCNNumber of Parameters=~500K2025.02 | 0.1338 |