Multi-label Classification on COCO 2014 (test)
76.46mAPSCINet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCINetSetup=SPLC [9]2025.07 | 76.46 | — | |
| SCPNetSetup=SPLC [9]2025.07 | 75.92 | — | |
| SCINetSetup=LargeLoss [44]2025.07 | 75.52 | — | |
| SRB2026.02 | 75.5 | 45.4 | |
| SCPNetSetup=LargeLoss [44]2025.07 | 75.43 | — | |
| PE2026.02 | 75.1 | 45 | |
| BoostLUSetup=LargeLoss [44]2025.07 | 73.64 | — | |
| HillSetup=LargeLoss [44]2025.07 | 73.54 | — | |
| SPLCSetup=LargeLoss [44]2025.07 | 73.45 | — | |
| HillSetup=SPLC [9]2025.07 | 72.36 | — | |
| BoostLUSetup=SPLC [9]2025.07 | 72.35 | — | |
| SPLCSetup=SPLC [9]2025.07 | 72.05 | — | |
| GCB2026.02 | 71.1 | 41.3 | |
| LargeLossSetup=LargeLoss [44]2025.07 | 71.07 | — | |
| LargeLossSetup=SPLC [9]2025.07 | 69.88 | — | |
| CD-GTMLL2026.02 | 68.5 | 49.4 | |
| LCIFS2026.02 | 67.1 | 47.3 | |
| MLC-NC2026.02 | 67 | 47.1 | |
| ML-Decoder2026.02 | 66.9 | 46.8 | |
| ROLESetup=SPLC [9]2025.07 | 66.64 | — | |
| ASL2026.02 | 66.6 | 46.5 | |
| BalanceMix2026.02 | 66.5 | 46.2 | |
| C-Tran2026.02 | 66.3 | 46.1 | |
| LSFA2026.02 | 66.3 | 46.3 | |
| ROLESetup=LargeLoss [44]2025.07 | 66.27 | — | |
| ML-GCN2026.02 | 66.1 | 45.8 | |
| DBL2026.02 | 66.1 | 46 | |
| LSANSetup=SPLC [9]2025.07 | 64.75 | — | |
| LSANSetup=LargeLoss [44]2025.07 | 64.25 | — | |
| CC2026.02 | 63.9 | 42.7 | |
| MLBOTE2026.02 | 63.5 | 42.4 |