Multivariate Conformal Prediction on Traffic dy=4 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 645.8 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 330 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.5 | 2.95 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.2 | 5.61 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.2 | 5.61 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.8 | 2.62 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 96.6 | 1.05 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.3 | 32 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 96 | 1.59 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.3 | 1.06 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.3 | 1.58 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.2 | 26.4 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 94.8 | 1.48 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 94.8 | 25.8 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 94.2 | 0.106 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 93.9 | 11.8 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 21.1 | 0.06 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 19.7 | 0.07 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 19.2 | 0.06 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 18.9 | 0.07 |