Multilabel classification on mediamill (test)
56.3Macro F1 ScoreCD-GTMLL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CD-GTMLL2026.02 | 56.3 | — | 42.9 | |
| LCIFS2026.02 | 55.4 | — | 41 | |
| MLC-NC2026.02 | 55.3 | — | 41.6 | |
| ML-Decoder2026.02 | 55.1 | — | 40.9 | |
| ASL2026.02 | 54.6 | — | 40.4 | |
| BalanceMix2026.02 | 54.5 | — | 40.2 | |
| C-Tran2026.02 | 54 | — | 39.9 | |
| ML-GCN2026.02 | 53.3 | — | 39.3 | |
| LSFA2026.02 | 53.2 | — | 39.1 | |
| DBL2026.02 | 52.9 | — | 38.7 | |
| SRB2026.02 | 52.1 | — | 38 | |
| PE2026.02 | 51.8 | — | 37.7 | |
| CC2026.02 | 50.7 | — | 37.1 | |
| MLBOTE2026.02 | 49.8 | — | 36.3 | |
| GCB2026.02 | 49.4 | — | 35.5 | |
| Hard-ImbBase Model=PACA2026.05 | 15.5 | — | — | |
| D2ACEBase Model=PACA2026.05 | 14.79 | — | — | |
| RandomBase Model=PACA2026.05 | 14.63 | — | — | |
| DIHCLBase Model=PACA2026.05 | 14.51 | — | — | |
| BalanceBase Model=PACA2026.05 | 14.32 | — | — | |
| RecentBase Model=PACA2026.05 | 14.05 | — | — | |
| ActiveBase Model=PACA2026.05 | 13.95 | — | — | |
| ML-UncBase Model=PACA2026.05 | 13.18 | — | — | |
| RecentBase Model=DELA2026.05 | 11.02 | — | — | |
| D2ACEBase Model=DELA2026.05 | 10.82 | — | — | |
| ActiveBase Model=DELA2026.05 | 10.53 | — | — | |
| ML-UncBase Model=DELA2026.05 | 10.49 | — | — | |
| RandomBase Model=DELA2026.05 | 10.12 | — | — | |
| Hard-ImbBase Model=DELA2026.05 | 9.95 | — | — | |
| BalanceBase Model=DELA2026.05 | 9.79 | — | — | |
| DIHCLBase Model=DELA2026.05 | 9.39 | — | — | |
| D2ACEBase Model=CLIF2026.05 | 5.06 | — | — | |
| ActiveBase Model=CLIF2026.05 | 4.86 | — | — | |
| RecentBase Model=CLIF2026.05 | 4.85 | — | — | |
| RandomBase Model=CLIF2026.05 | 4.82 | — | — | |
| BalanceBase Model=CLIF2026.05 | 4.82 | — | — | |
| Hard-ImbBase Model=CLIF2026.05 | 4.81 | — | — | |
| ML-UncBase Model=CLIF2026.05 | 4.61 | — | — | |
| DIHCLBase Model=CLIF2026.05 | 4.39 | — | — | |
| Input-concave SPENEnergy=Input-concave SPEN2022.05 | — | 96.95 | — | |
| PairwiseEnergy=Pairwise2022.05 | — | 96.95 | — | |
| SPENEnergy=SPEN2022.05 | — | 96.68 | — | |
| UnaryEnergy=linear2022.05 | — | 96.84 | — | |
| UnaryEnergy=rectifier network2022.05 | — | 96.91 | — |