Multi-label classification on CAL500 (F-Measure)
0.1161Macro F-MeasureD2ACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D2ACEBase Model=CLIF2026.05 | 0.1161 | — | |
| ActiveBase Model=CLIF2026.05 | 0.1057 | — | |
| BalanceBase Model=CLIF2026.05 | 0.1018 | — | |
| ML-UncBase Model=CLIF2026.05 | 0.1005 | — | |
| RandomBase Model=CLIF2026.05 | 0.0996 | — | |
| RecentBase Model=CLIF2026.05 | 0.0977 | — | |
| DIHCLBase Model=CLIF2026.05 | 0.0977 | — | |
| Hard-ImbBase Model=CLIF2026.05 | 0.0967 | — | |
| D2ACEBase Model=PACA2026.05 | 0.0761 | — | |
| Hard-ImbBase Model=PACA2026.05 | 0.0758 | — | |
| DIHCLBase Model=PACA2026.05 | 0.0718 | — | |
| ML-UncBase Model=PACA2026.05 | 0.0715 | — | |
| BalanceBase Model=PACA2026.05 | 0.0714 | — | |
| RandomBase Model=PACA2026.05 | 0.0709 | — | |
| ActiveBase Model=PACA2026.05 | 0.0678 | — | |
| D2ACEBase Model=DELA2026.05 | 0.0658 | — | |
| RecentBase Model=PACA2026.05 | 0.064 | — | |
| RecentBase Model=DELA2026.05 | 0.0627 | — | |
| Hard-ImbBase Model=DELA2026.05 | 0.0622 | — | |
| BalanceBase Model=DELA2026.05 | 0.0607 | — | |
| DIHCLBase Model=DELA2026.05 | 0.0601 | — | |
| ActiveBase Model=DELA2026.05 | 0.0596 | — | |
| ML-UncBase Model=DELA2026.05 | 0.0593 | — | |
| RandomBase Model=DELA2026.05 | 0.059 | — | |
| DTECCFusion scheme=DTECC2026.03 | — | 34.47 | |
| MEECCFusion scheme=MEECC2026.03 | — | 34.77 | |
| MVECCFusion scheme=MVECC2026.03 | — | 34.83 | |
| STACKECCFusion scheme=STACKECC2026.03 | — | 32.17 | |
| UDDTECCFusion scheme=UDDTECC2026.03 | — | 34.28 |