Multi-label classification on birds
36.11Macro-F1Hard-Imb
Evaluation Results
| Method | Links | |
|---|---|---|
| Hard-ImbBase Model=CLIF2026.05 | 36.11 | |
| D2ACEBase Model=CLIF2026.05 | 35.6 | |
| DIHCLBase Model=CLIF2026.05 | 32.98 | |
| ActiveBase Model=CLIF2026.05 | 32.9 | |
| RandomBase Model=CLIF2026.05 | 32.51 | |
| BalanceBase Model=CLIF2026.05 | 32.47 | |
| ML-UncBase Model=CLIF2026.05 | 32.44 | |
| RecentBase Model=CLIF2026.05 | 31.33 | |
| RecentBase Model=DELA2026.05 | 7.19 | |
| RandomBase Model=DELA2026.05 | 7 | |
| D2ACEBase Model=DELA2026.05 | 6.98 | |
| Hard-ImbBase Model=DELA2026.05 | 6.59 | |
| DIHCLBase Model=DELA2026.05 | 6.52 | |
| ActiveBase Model=DELA2026.05 | 6.45 | |
| BalanceBase Model=DELA2026.05 | 5.96 | |
| ML-UncBase Model=DELA2026.05 | 5.85 | |
| D2ACEBase Model=PACA2026.05 | 3.72 | |
| Hard-ImbBase Model=PACA2026.05 | 3.06 | |
| RecentBase Model=PACA2026.05 | 2.85 | |
| ML-UncBase Model=PACA2026.05 | 2.52 | |
| BalanceBase Model=PACA2026.05 | 2.23 | |
| DIHCLBase Model=PACA2026.05 | 2.21 | |
| ActiveBase Model=PACA2026.05 | 1.79 | |
| RandomBase Model=PACA2026.05 | 1.58 |