Multi-label classification on mediamill
87.01Macro-AUCD2ACE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| D2ACEBase Model=PACA2026.05 | 87.01 | — | |
| ActiveBase Model=PACA2026.05 | 86.99 | — | |
| BalanceBase Model=PACA2026.05 | 86.94 | — | |
| RandomBase Model=PACA2026.05 | 86.89 | — | |
| DIHCLBase Model=PACA2026.05 | 86.82 | — | |
| RecentBase Model=PACA2026.05 | 86.81 | — | |
| ML-UncBase Model=PACA2026.05 | 86.77 | — | |
| Hard-ImbBase Model=PACA2026.05 | 86.73 | — | |
| Hard-ImbBase Model=DELA2026.05 | 86.37 | — | |
| D2ACEBase Model=DELA2026.05 | 86.24 | — | |
| BalanceBase Model=DELA2026.05 | 86.19 | — | |
| ML-UncBase Model=DELA2026.05 | 86.17 | — | |
| RecentBase Model=DELA2026.05 | 86.11 | — | |
| RandomBase Model=DELA2026.05 | 86.1 | — | |
| ActiveBase Model=DELA2026.05 | 86.06 | — | |
| DIHCLBase Model=DELA2026.05 | 85.68 | — | |
| Hard-ImbModel framework=CLIF2026.05 | 81.29 | 4.4 | |
| Hard-ImbBase Model=CLIF2026.05 | 81.29 | — | |
| D2ACEModel framework=CLIF2026.05 | 81.08 | 4.29 | |
| D2ACEBase Model=CLIF2026.05 | 81.08 | — | |
| DIHCLModel framework=CLIF2026.05 | 80.43 | 4.39 | |
| DIHCLBase Model=CLIF2026.05 | 80.43 | — | |
| BalanceModel framework=CLIF2026.05 | 80.28 | 4.38 | |
| BalanceBase Model=CLIF2026.05 | 80.28 | — | |
| RecentModel framework=CLIF2026.05 | 80.27 | 4.38 | |
| RecentBase Model=CLIF2026.05 | 80.27 | — | |
| RandomModel framework=CLIF2026.05 | 80.25 | 4.41 | |
| RandomBase Model=CLIF2026.05 | 80.25 | — | |
| ML-UncModel framework=CLIF2026.05 | 80.18 | 4.38 | |
| ML-UncBase Model=CLIF2026.05 | 80.18 | — | |
| ActiveModel framework=CLIF2026.05 | 80.12 | 4.42 | |
| ActiveBase Model=CLIF2026.05 | 80.12 | — | |
| ActiveBase Model=CLIF2026.05 | — | 4.42 | |
| ActiveBase Model=DELA2026.05 | — | 3.65 | |
| ActiveBase Model=PACA2026.05 | — | 3.52 | |
| BalanceBase Model=CLIF2026.05 | — | 4.38 | |
| BalanceBase Model=DELA2026.05 | — | 3.63 | |
| BalanceBase Model=PACA2026.05 | — | 3.47 | |
| D2ACEBase Model=CLIF2026.05 | — | 4.29 | |
| D2ACEBase Model=DELA2026.05 | — | 3.64 | |
| D2ACEBase Model=PACA2026.05 | — | 3.52 | |
| DIHCLBase Model=CLIF2026.05 | — | 4.39 | |
| DIHCLBase Model=DELA2026.05 | — | 3.75 | |
| DIHCLBase Model=PACA2026.05 | — | 3.58 | |
| Hard-ImbBase Model=CLIF2026.05 | — | 4.4 | |
| Hard-ImbBase Model=DELA2026.05 | — | 3.64 | |
| Hard-ImbBase Model=PACA2026.05 | — | 3.5 | |
| ML-UncBase Model=CLIF2026.05 | — | 4.38 | |
| ML-UncBase Model=DELA2026.05 | — | 3.65 | |
| ML-UncBase Model=PACA2026.05 | — | 3.51 | |
| RandomBase Model=CLIF2026.05 | — | 4.41 | |
| RandomBase Model=DELA2026.05 | — | 3.66 | |
| RandomBase Model=PACA2026.05 | — | 3.58 | |
| RecentBase Model=CLIF2026.05 | — | 4.38 | |
| RecentBase Model=DELA2026.05 | — | 3.66 | |
| RecentBase Model=PACA2026.05 | — | 3.54 |