Multivariate Conformal Prediction on Solar dy=2 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 67.9 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 44.8 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 99.2 | 7.11 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 98.7 | 6.47 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 98.6 | 4.47 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 98.6 | 4.47 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 98.4 | 3.69 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 97.9 | 2.25 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 97.2 | 1.27 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 96.9 | 1.31 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.8 | 1.97 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 96.8 | 1.16 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.7 | 1.48 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95 | 3.08 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 94.7 | 1.44 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 93.8 | 0.1 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 83.9 | 1.01 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 80.2 | 1.03 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 78.2 | 0.779 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 74.6 | 0.651 |