Multivariate Conformal Prediction on Wind dy=8 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 3.5 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 2.83 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 2.63 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 4.46 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 5.24 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 99.4 | 5.88 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.4 | 394.9 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.6 | 19.4 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.3 | 2.48 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.1 | 205.5 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 94.8 | 77.4 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 94.8 | 77.4 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 94.3 | 8.39 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 92.7 | 1.28 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 89.6 | 5.53 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 76.1 | 25 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 32 | 52.8 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 18.7 | 6.75 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 13.6 | 23.7 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 0 | 22.8 |