Multivariate Conformal Prediction on Solar dy=4 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 7.25 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 3.34 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 99.7 | 89.9 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 99 | 67.7 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 98.9 | 38.2 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 98.8 | 36.5 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 97.8 | 2.43 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 97.6 | 6.46 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.1 | 11.4 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.1 | 248.9 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.9 | 4.18 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 96.3 | 142 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 96.1 | 2.09 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 94.8 | 1.87 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 93.6 | 30.8 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 91.3 | 0.022 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 72.2 | 3.18 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 71.5 | 3.57 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 71.3 | 6.73 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 68.4 | 1.63 |