MINIBOONE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unconditional density estimation | MINIBOONE (test) | NLL (nats)8.86 | 22 | |
| Density Estimation | MINIBOONE d=43; N=36,488 (test) | Avg Test Log-Likelihood10.55 | 11 | |
| Evasion attack verification | miniboone 10,000 examples (test) | Speedup19.2 | 8 | |
| Point-level mislabeled data detection | MiniBooNE | AUCPR0.78 | 7 | |
| Classification | miniboone | Balanced Accuracy94.978 | 7 | |
| Classification | Miniboone | Accuracy80.6 | 7 | |
| Unconditional Density Estimation | MINIBOONE UCI (test) | Average CD24.5 | 5 | |
| Generative Modeling | MINIBOONE | FID Score0.878 | 4 | |
| Tabular Classification | MiniBooNE | Accuracy (Mean)93.2 | 2 | |
| Cell-level outlier detection | MiniBooNE | AUC77 | 2 | |
| Model Allocation | MiniBooNE | AUC94 | 1 | |
| Wasserstein distance error bound estimation | MiniBooNE | Fournier Distance Estimate (N)11.77 | 1 |
Showing 12 of 12 rows