Multivariate Conformal Prediction on Wind dy=2 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 22.3 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 45.7 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 98.3 | 14.2 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 98.3 | 14.1 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.9 | 32.9 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 97.8 | 10.5 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 97.4 | 3.79 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 97 | 9.13 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.4 | 2.71 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.4 | 1.38 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.3 | 1.31 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.2 | 1.18 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.1 | 0.88 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.1 | 1.22 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 94.5 | 1.17 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 90.9 | 1.32 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 82.6 | 0.317 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 78.6 | 1.69 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 72.3 | 1.34 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 55 | 1.9 |