Multivariate Conformal Prediction on Wind dy=4 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 611.3 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 7.89 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 4.82 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 354.4 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 494.5 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 499.1 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.1 | 8.63 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.8 | 42.3 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.8 | 4.94 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.8 | 5.11 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.7 | 10.8 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.6 | 6.39 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.3 | 3.43 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 93.9 | 212.3 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 92.6 | 63.9 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 80.4 | 0.192 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 67.2 | 4.84 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 51.5 | 4.26 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 39.5 | 3.93 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 30.5 | 9.88 |