Multi-label classification on Yahoo Arts 1
0.7512Macro-AUCD2ACE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| D2ACEModel framework=CLIF2026.05 | 0.7512 | 0.1528 | |
| D2ACEBase Model=CLIF2026.05 | 0.7512 | — | |
| DIHCLModel framework=CLIF2026.05 | 0.7495 | 0.1565 | |
| DIHCLBase Model=CLIF2026.05 | 0.7495 | — | |
| ML-UncModel framework=CLIF2026.05 | 0.7486 | 0.1563 | |
| ML-UncBase Model=CLIF2026.05 | 0.7486 | — | |
| Hard-ImbModel framework=CLIF2026.05 | 0.7482 | 0.1569 | |
| Hard-ImbBase Model=CLIF2026.05 | 0.7482 | — | |
| RecentModel framework=CLIF2026.05 | 0.7479 | 0.1569 | |
| RecentBase Model=CLIF2026.05 | 0.7479 | — | |
| BalanceModel framework=CLIF2026.05 | 0.7465 | 0.1564 | |
| BalanceBase Model=CLIF2026.05 | 0.7465 | — | |
| RandomModel framework=CLIF2026.05 | 0.7441 | 0.1578 | |
| RandomBase Model=CLIF2026.05 | 0.7441 | — | |
| ActiveModel framework=CLIF2026.05 | 0.7438 | 0.1572 | |
| ActiveBase Model=CLIF2026.05 | 0.7438 | — | |
| Hard-ImbBase Model=DELA2026.05 | 0.7407 | — | |
| D2ACEBase Model=DELA2026.05 | 0.7394 | — | |
| RandomBase Model=PACA2026.05 | 0.7394 | — | |
| RecentBase Model=DELA2026.05 | 0.7387 | — | |
| ML-UncBase Model=DELA2026.05 | 0.7373 | — | |
| ActiveBase Model=DELA2026.05 | 0.7371 | — | |
| ActiveBase Model=PACA2026.05 | 0.7358 | — | |
| BalanceBase Model=DELA2026.05 | 0.7352 | — | |
| D2ACEBase Model=PACA2026.05 | 0.7319 | — | |
| RandomBase Model=DELA2026.05 | 0.7315 | — | |
| BalanceBase Model=PACA2026.05 | 0.731 | — | |
| ML-UncBase Model=PACA2026.05 | 0.7282 | — | |
| DIHCLBase Model=DELA2026.05 | 0.7277 | — | |
| Hard-ImbBase Model=PACA2026.05 | 0.726 | — | |
| DIHCLBase Model=PACA2026.05 | 0.7236 | — | |
| RecentBase Model=PACA2026.05 | 0.7219 | — | |
| ActiveBase Model=CLIF2026.05 | — | 0.1572 | |
| ActiveBase Model=DELA2026.05 | — | 0.1512 | |
| ActiveBase Model=PACA2026.05 | — | 0.1669 | |
| BalanceBase Model=CLIF2026.05 | — | 0.1564 | |
| BalanceBase Model=DELA2026.05 | — | 0.1495 | |
| BalanceBase Model=PACA2026.05 | — | 0.1682 | |
| D2ACEBase Model=CLIF2026.05 | — | 0.1528 | |
| D2ACEBase Model=DELA2026.05 | — | 0.149 | |
| D2ACEBase Model=PACA2026.05 | — | 0.1628 | |
| DIHCLBase Model=CLIF2026.05 | — | 0.1565 | |
| DIHCLBase Model=DELA2026.05 | — | 0.1572 | |
| DIHCLBase Model=PACA2026.05 | — | 0.1635 | |
| Hard-ImbBase Model=CLIF2026.05 | — | 0.1569 | |
| Hard-ImbBase Model=DELA2026.05 | — | 0.1527 | |
| Hard-ImbBase Model=PACA2026.05 | — | 0.1631 | |
| ML-UncBase Model=CLIF2026.05 | — | 0.1563 | |
| ML-UncBase Model=DELA2026.05 | — | 0.1495 | |
| ML-UncBase Model=PACA2026.05 | — | 0.1646 | |
| RandomBase Model=CLIF2026.05 | — | 0.1578 | |
| RandomBase Model=DELA2026.05 | — | 0.1525 | |
| RandomBase Model=PACA2026.05 | — | 0.1621 | |
| RecentBase Model=CLIF2026.05 | — | 0.1569 | |
| RecentBase Model=DELA2026.05 | — | 0.1504 | |
| RecentBase Model=PACA2026.05 | — | 0.1686 |