RF1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Conformal Prediction | rf1 | Volume89 | 22 | |
| Conditional Coverage for Partially Revealed Outputs | rf1 | ERT (%)1.82 | 10 | |
| Path Planning | RF1-P2 | TTP95% (ms)34.23 | 9 | |
| Path Planning | RF1 P1 | Time to Target 95% (ms)104.77 | 9 | |
| Regression | RF1 | Min Epsilon (RF1)0.013 | 9 | |
| Multi-output Conformal Prediction | rf1 | ERT (%)3.37 | 8 | |
| Multitask regression | RF1 8 tasks (test) | RMSE0.8975 | 7 | |
| Multi-Target Regression | RF1 | Running time (s)154.3603 | 5 | |
| Multi-Target Regression | RF1 | Model Size (MB)11.3013 | 5 | |
| Multivariate Regression Uncertainty Quantification | rf1 | Coverage99 | 4 | |
| Multivariate Regression | rf1 | Normalized Volume64 | 4 |
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