AIRPORT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Link Prediction | AIRPORT | ROC AUC96.7 | 26 | |
| Hyperspectral Anomaly Detection | Airport II | AUC98.6 | 25 | |
| Node Classification | AIRPORT | Accuracy91 | 23 | |
| Node classification | Airport δ=1 (test) | F1 Score (Test)91.1 | 18 | |
| Node Classification | Airport E → B | Micro-F175.82 | 17 | |
| Node Classification | Airport E → U | Micro-F155.41 | 17 | |
| Node Classification | Airport B → E | Micro-F158.49 | 17 | |
| Node Classification | Airport B → U | Micro-F155.71 | 17 | |
| Node Classification | Airport U → E | Micro-F153.23 | 17 | |
| Node Classification | Airport U → B | Micro F1 Score72.52 | 17 | |
| Link Prediction | AIRPORT δ = 1 (test) | ROC AUC0.964 | 17 | |
| Node Classification | Airport USA, Brazil, Europe Domain Adaptation Transfers v1 | F1 Micro (U->B)71.76 | 16 | |
| Hyperspectral Anomaly Detection | Airport I | ArmCBA39.284 | 15 | |
| Hyperspectral Anomaly Detection | Airport IV | AUC (PD, PF)97.35 | 15 | |
| Hyperspectral Anomaly Detection | Airport III | AUC (PD, PF)99.62 | 15 | |
| Hyperspectral Anomaly Detection | Airport I | AUC99.58 | 15 | |
| Node Classification | Airport (test) | F1 Score96.9 | 15 | |
| Link Prediction | Airport (test) | AUROC95.2 | 15 | |
| Node Classification | Airport usa | Weighted F10.501 | 8 | |
| Graph Domain Adaptation | Airport U→E | Accuracy55.47 | 6 | |
| Graph Domain Adaptation | Airport E→U | Accuracy50.64 | 6 | |
| Tracker Detection | Airport no adv. (stress test) | Metric- | 0 |
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