Intraoperative hypotension prediction on in-hospital (test)
71.6F1CSA-TTA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CSA-TTAMode=Zero-shot, Backbone=TimesFM, Prediction horizons=Averaged (5, 10, 15 min), Lookback window=15-minute2025.12 | 71.6 | 62.44 | 84.03 | 87.2 | 5.75 | 83.37 | |
| TimesFMMode=Zero-shot, Sample Type=Random samples, Prediction horizons=Averaged (5, 10, 15 min), Lookback window=15-minute2025.12 | 70.3 | 60.7 | 83.53 | 86.57 | 5.93 | 86.4 | |
| TimesFMMode=Zero-shot, Sample Type=Test, Prediction horizons=Averaged (5, 10, 15 min), Lookback window=15-minute2025.12 | 70.23 | 60.77 | 83.28 | 86.63 | 6 | 88.02 | |
| CSA-TTAMode=Zero-shot, Backbone=UniTS, Prediction horizons=Averaged (5, 10, 15 min), Lookback window=15-minute2025.12 | 63.8 | 53.33 | 80.43 | 84.47 | 6.3 | 88.69 | |
| UniTSMode=Zero-shot, Sample Type=Random samples, Prediction horizons=Averaged (5, 10, 15 min), Lookback window=15-minute2025.12 | 56.17 | 42.03 | 85.43 | 83.1 | 6.4 | 90.12 | |
| UniTSMode=Zero-shot, Sample Type=Test, Prediction horizons=Averaged (5, 10, 15 min), Lookback window=15-minute2025.12 | 56.1 | 43.77 | 80.09 | 82.93 | 6.45 | 91.97 |