Classification on 25 UCI Datasets Aggregated
82.85Mean AccuracyUASPL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UASPL2026.07 | 82.85 | 1.76 | 13 | 2.71 | 5.62 | 8 | |
| SPL_linear2026.07 | 82.55 | 3.16 | 4 | 2.96 | 7.24 | 1 | |
| SPL_mixture2026.07 | 81.79 | 4.6 | 0 | 4.45 | 8.48 | 1 | |
| SPL2026.07 | 81.43 | 4.6 | 0 | 4.05 | 8.08 | 0 | |
| MW-Net2026.07 | 81.23 | 4.96 | 1 | 3.04 | 6.94 | 1 | |
| WSPLBF12026.07 | 80.87 | 5.28 | 1 | 5.22 | 8.72 | 1 | |
| WSPLBF22026.07 | 80.41 | 5.24 | 0 | 4.55 | 8.8 | 2 | |
| Direct2026.07 | 79.86 | 5.88 | 0 | 4.61 | 7.9 | 2 | |
| CLU12026.07 | 79.61 | 6.96 | 0 | 5.55 | 8.82 | 1 | |
| CLU22026.07 | 78.62 | 6.48 | 0 | 6.06 | 9.48 | 1 | |
| SPL_marg2026.07 | 78.08 | 6.92 | 1 | 7.37 | 9.14 | 0 | |
| SPL_conf2026.07 | 77.91 | 7.48 | 1 | 7.54 | 8.54 | 2 | |
| active_bias2026.07 | 77.75 | 7.88 | 0 | 5.86 | 12.6 | 0 | |
| MC_MI2026.07 | 75.27 | 8.28 | 1 | 7.39 | 9.4 | 2 | |
| MC_pBALD2026.07 | 74.44 | 8.44 | 2 | 7.27 | 9.64 | 4 | |
| MC_BalEnt2026.07 | 74.32 | 8.12 | 6 | 6.21 | 6.6 | 5 |