Taxi
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Event Forecasting | Taxi | RMSE0.369 | 16 | |
| Taxi Domain | Taxi Standard | Accuracy83.98 | 14 | |
| Regression | Taxi (test) | NLL3.112 | 11 | |
| Regression | Taxi | NLL3.112 | 11 | |
| Point Process Intensity Estimation | Taxi | Ltest Score7,246 | 10 | |
| Density estimation | Taxi (test) | MMD0.04 | 10 | |
| Event Sequence Forecasting | Taxi (test) | Wasserstein distance2.42 | 8 | |
| Video Deinterlacing | Taxi (test) | PSNR38.15 | 6 | |
| Goal-oriented Dialogue | Taxi | Success Rate81.59 | 5 | |
| Probabilistic forecasting | taxi (test) | CRPS Sum0.114 | 5 | |
| Forecasting | Taxi (test) | Count MAPE37 | 4 | |
| Sequence Classification | Taxi1500 | Latn59.8 | 3 | |
| Conformal Prediction | Taxi | Coverage90 | 2 | |
| Forecasting | Taxi hold-out (test) | Wasserstein Distance- | 0 | |
| Regression | TAXI n ≈ 10^9 | Metric- | 0 | |
| Probabilistic Forecasting | taxi | Metric- | 0 |
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