Multivariate Conformal Prediction on Traffic dy=2 (test)
100CoverageCopulaCPTS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CopulaCPTSBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 100 | 21.6 | |
| CopulaCPTSBase Predictor=LSTM, Target confidence level=0.952025.02 | 100 | 21.9 | |
| Empirical CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.3 | 2.35 | |
| Gaussian CopulaBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97.3 | 2.37 | |
| Local EllipsoidBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 97 | 2.04 | |
| FCPBase Predictor=LSTM, Target confidence level=0.952025.02 | 96.8 | 0.859 | |
| OT-CPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.6 | 2.03 | |
| MultiDimSPCIBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 96.3 | 1.58 | |
| FCPBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95.7 | 0.915 | |
| MultiDimSPCIBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.7 | 0.87 | |
| Local EllipsoidBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.7 | 0.987 | |
| Empirical CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.5 | 3.81 | |
| OT-CPBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.3 | 0.92 | |
| Gaussian CopulaBase Predictor=LSTM, Target confidence level=0.952025.02 | 95.3 | 3.74 | |
| CONTRABase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 95 | 1.32 | |
| CONTRABase Predictor=LSTM, Target confidence level=0.952025.02 | 94 | 0.222 | |
| DeepARBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 44.3 | 0.308 | |
| TFTBase Predictor=LOO Bootstrap, Target confidence level=0.952025.02 | 40.7 | 0.292 | |
| DeepARBase Predictor=LSTM, Target confidence level=0.952025.02 | 38.6 | 0.266 | |
| TFTBase Predictor=LSTM, Target confidence level=0.952025.02 | 37.4 | 0.285 |