Graph Classification on REDDIT-M5K
0.5736AccuracyPXGL-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| PXGL-GNN2025.12 | 0.5736 | |
| FractalGCLEvaluation Protocol=10-fold CV2025.05 | 0.5645 | |
| RGCLEvaluation Protocol=10-fold CV2025.05 | 0.5638 | |
| DRGCLEvaluation Protocol=10-fold CV2025.05 | 0.563 | |
| ICL2025.12 | 0.5621 | |
| GradGCLEvaluation Protocol=10-fold CV2025.05 | 0.562 | |
| JOAOv2Evaluation Protocol=10-fold CV2025.05 | 0.5603 | |
| GraphCLEvaluation Protocol=10-fold CV2025.05 | 0.5599 | |
| SimGRACEEvaluation Protocol=10-fold CV2025.05 | 0.5591 | |
| JOAOEvaluation Protocol=10-fold CV2025.05 | 0.5574 | |
| MGCLEvaluation Protocol=10-fold CV2025.05 | 0.5565 | |
| SAN2025.12 | 0.5549 | |
| S2GAE2025.12 | 0.5453 | |
| SAGNN2025.12 | 0.5411 | |
| DGIEvaluation Protocol=10-fold CV2025.05 | 0.5361 | |
| InfoGraphEvaluation Protocol=10-fold CV2025.05 | 0.5346 | |
| SubGNN2025.12 | 0.5327 | |
| DGCNN2025.12 | 0.5318 | |
| GIN2025.12 | 0.5248 | |
| GRAPHSAGE2025.12 | 0.5165 | |
| DiffPool2025.12 | 0.5139 | |
| ContextPredEvaluation Protocol=10-fold CV2025.05 | 0.5123 | |
| graph2vecEvaluation Protocol=10-fold CV2025.05 | 0.4786 | |
| GAEEvaluation Protocol=10-fold CV2025.05 | 0.3358 |