Multi-label classification on Yeast (Macro-AUC, Ranking-Loss)
0.7305Macro-AUCD2ACE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| D2ACEModel framework=CLIF2026.05 | 0.7305 | 0.1616 | |
| D2ACEBase Model=CLIF2026.05 | 0.7305 | — | |
| ML-UncModel framework=CLIF2026.05 | 0.7242 | 0.1645 | |
| ML-UncBase Model=CLIF2026.05 | 0.7242 | — | |
| ActiveModel framework=CLIF2026.05 | 0.7236 | 0.1648 | |
| ActiveBase Model=CLIF2026.05 | 0.7236 | — | |
| BalanceModel framework=CLIF2026.05 | 0.7234 | 0.1646 | |
| BalanceBase Model=CLIF2026.05 | 0.7234 | — | |
| RecentModel framework=CLIF2026.05 | 0.723 | 0.167 | |
| RecentBase Model=CLIF2026.05 | 0.723 | — | |
| Hard-ImbModel framework=CLIF2026.05 | 0.7229 | 0.1658 | |
| Hard-ImbBase Model=CLIF2026.05 | 0.7229 | — | |
| RandomModel framework=CLIF2026.05 | 0.7226 | 0.1654 | |
| RandomBase Model=CLIF2026.05 | 0.7226 | — | |
| DIHCLModel framework=CLIF2026.05 | 0.7217 | 0.1682 | |
| DIHCLBase Model=CLIF2026.05 | 0.7217 | — | |
| D2ACEBase Model=PACA2026.05 | 0.7158 | — | |
| ActiveBase Model=PACA2026.05 | 0.715 | — | |
| BalanceBase Model=PACA2026.05 | 0.715 | — | |
| ML-UncBase Model=PACA2026.05 | 0.7143 | — | |
| RecentBase Model=PACA2026.05 | 0.7129 | — | |
| Hard-ImbBase Model=PACA2026.05 | 0.7127 | — | |
| DIHCLBase Model=PACA2026.05 | 0.7122 | — | |
| RandomBase Model=PACA2026.05 | 0.709 | — | |
| BalanceBase Model=DELA2026.05 | 0.7081 | — | |
| RecentBase Model=DELA2026.05 | 0.7048 | — | |
| ML-UncBase Model=DELA2026.05 | 0.7048 | — | |
| D2ACEBase Model=DELA2026.05 | 0.7047 | — | |
| DIHCLBase Model=DELA2026.05 | 0.7033 | — | |
| RandomBase Model=DELA2026.05 | 0.7028 | — | |
| Hard-ImbBase Model=DELA2026.05 | 0.7017 | — | |
| ActiveBase Model=DELA2026.05 | 0.7007 | — | |
| ActiveBase Model=CLIF2026.05 | — | 0.1648 | |
| ActiveBase Model=DELA2026.05 | — | 0.1639 | |
| ActiveBase Model=PACA2026.05 | — | 0.1683 | |
| BalanceBase Model=CLIF2026.05 | — | 0.1646 | |
| BalanceBase Model=DELA2026.05 | — | 0.1639 | |
| BalanceBase Model=PACA2026.05 | — | 0.1664 | |
| D2ACEBase Model=CLIF2026.05 | — | 0.1616 | |
| D2ACEBase Model=DELA2026.05 | — | 0.1628 | |
| D2ACEBase Model=PACA2026.05 | — | 0.1638 | |
| DIHCLBase Model=CLIF2026.05 | — | 0.1682 | |
| DIHCLBase Model=DELA2026.05 | — | 0.167 | |
| DIHCLBase Model=PACA2026.05 | — | 0.1649 | |
| Hard-ImbBase Model=CLIF2026.05 | — | 0.1658 | |
| Hard-ImbBase Model=DELA2026.05 | — | 0.1656 | |
| Hard-ImbBase Model=PACA2026.05 | — | 0.1644 | |
| ML-UncBase Model=CLIF2026.05 | — | 0.1645 | |
| ML-UncBase Model=DELA2026.05 | — | 0.1658 | |
| ML-UncBase Model=PACA2026.05 | — | 0.1645 | |
| RandomBase Model=CLIF2026.05 | — | 0.1654 | |
| RandomBase Model=DELA2026.05 | — | 0.1647 | |
| RandomBase Model=PACA2026.05 | — | 0.165 | |
| RecentBase Model=CLIF2026.05 | — | 0.167 | |
| RecentBase Model=DELA2026.05 | — | 0.1636 | |
| RecentBase Model=PACA2026.05 | — | 0.1685 |