Wave
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | Wave d = 3 | ACC99.2 | 8 | |
| Registration | Wave d = 3 | ATV8.5 | 8 | |
| Clustering | Wave d = 1 | ACC99.3 | 8 | |
| Registration | Wave d = 1 | ATV4.1 | 8 | |
| Regression | Wave | Coverage (C)96.4 | 7 | |
| Long-horizon forecasting | Wave | CRPS1.82 | 6 | |
| OOD Detection | Wave | Accuracy89.2 | 6 | |
| Regression | Wave (UCI) (test) | Expected Log-Likelihood7.146 | 5 | |
| Data assimilation | Wave | MAE0.038 | 4 | |
| Data assimilation | Wave | fMSE-M0.212 | 4 | |
| Data assimilation | Wave | fMSE-H0.017 | 4 | |
| Data assimilation | Wave | L2RE0.0888 | 4 | |
| Data assimilation | Wave | L1RE0.025 | 4 | |
| Data assimilation | Wave | MSE0.0002 | 4 | |
| Data assimilation | Wave | fMSE-L15.4 | 4 | |
| Solving Time-Dependent PDEs | Wave | Rel L2 Error0 | 4 | |
| Out-of-distribution detection | Wave (UCI) (test) | OOD Accuracy91.2 | 4 |
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