| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MQ-Bench-101 | EMQ | Rho_s (20%)42.59 | 9 | 5mo ago | |
| RAGTIME | DoGMaTiQ | rho0.899 | 7 | 2mo ago | |
| Multi-domain Multi-task Language Modeling | DMVM | Kendall's Tau1 | 6 | 19d ago | |
| CIFAR10 Clean regime no injected noise (test) | NDDV | Rho (NDDV vs LOO)0.46 | 1 | 23d ago | |
| BBC Clean regime no injected noise (test) | NDDV | Rank Correlation ρ (NDDV vs LOO)0.31 | 1 | 23d ago | |
| 2dplanes Clean regime, no injected noise (test) | NDDV | Rank Correlation (NDDV vs LOO)-0.04 | 1 | 23d ago | |
| CIFAR10 Noisy regime, 10% label noise (test) | NDDV | rho (NDDV vs LOO)0.82 | 1 | 23d ago | |
| BBC Noisy regime, 10% label noise (test) | NDDV | Rank Correlation (NDDV vs LOO)0.87 | 1 | 23d ago | |
| 2dplanes Noisy regime, 10% label noise (test) | NDDV | Rho (NDDV vs LOO)0.91 | 1 | 23d ago |
