PB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Link Prediction | PB without node attributes (50% observed links) | AP94.22 | 24 | |
| Link Prediction | PB | AUC0.9727 | 19 | |
| Link Prediction | PB 50% links (train) | AUC93.79 | 19 | |
| Link Prediction | PB (50% train links) | AP93.42 | 19 | |
| Link Prediction | PB 90/10 split (train) | AP94.55 | 19 | |
| Link Prediction | PB Non-attributed | AUC95.5 | 18 | |
| Link Prediction | PB 50% observed links without node attributes | AUC94.57 | 12 | |
| Link Prediction | PB 90% observed links | AUC0.956 | 12 | |
| Link prediction | PB | Hits@5052.55 | 11 | |
| Link Prediction | PB (test probe) | AUC93.6 | 11 | |
| Link Prediction | PB traditional link prediction | Performance93.54 | 10 | |
| Link Prediction | PB (test) | AUC0.9501 | 7 | |
| Image Quality Assessment | PB (test) | PLC0.662 | 6 | |
| Uncertainty Calibration | PB T50 RS | ECE3.3 | 4 | |
| Operator learning | PB k = 1 (test) | Relative L2 Error (Test)0.0229 | 3 | |
| Predicting fields on a fixed grid | PB with source (k = 1) on regular grid (test) | Relative L2 Error0.0191 | 3 |
Showing 16 of 16 rows