Incomplete Multi-view Multi-label Class Incremental Learning on IAPRTC12
3.24Last CF1Upper-bound
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Upper-boundTypes=Baseline, Memory=02026.01 | 3.24 | — | 17.49 | 32.45 | |
| E2PLTypes=IMvMLCIL, Memory=02026.01 | 2.91 | 30.74 | 14.82 | 30.4 | |
| AIMNet-RTypes=IMvMLC, Memory=2002026.01 | 2.53 | 28.4 | 13.37 | 28.34 | |
| MULTI-LANETypes=MLCIL, Memory=02026.01 | 2.24 | 28.41 | 13.61 | 27.91 | |
| SIPTypes=IMvMLC, Memory=02026.01 | 2.18 | 24.23 | 13.21 | 20.15 | |
| AIMNet-RTypes=IMvMLC, Memory=2/class2026.01 | 2.12 | 28.03 | 12.34 | 27.56 | |
| AIMNetTypes=IMvMLC, Memory=02026.01 | 2.1 | 28.17 | 13.34 | 27.57 | |
| SIP-RTypes=IMvMLC, Memory=2002026.01 | 1.92 | 26.61 | 11.87 | 25.29 | |
| SIP-RTypes=IMvMLC, Memory=2/class2026.01 | 1.83 | 26.72 | 11.13 | 25.34 | |
| KRT-RTypes=MLCIL, Memory=2/class2026.01 | 1.78 | 28.01 | 12.56 | 26.72 | |
| KRT-RTypes=MLCIL, Memory=2002026.01 | 1.69 | 27.42 | 12.19 | 26.77 | |
| KRTTypes=MLCIL, Memory=02026.01 | 1.45 | 26.78 | 11.21 | 25.44 | |
| MTDTypes=IMvMLC, Memory=02026.01 | 1.23 | 26.98 | 13.3 | 25.12 | |
| PRSTypes=MLCIL, Memory=2/class2026.01 | 1.18 | 22.44 | 9.55 | 21.44 | |
| PRSTypes=MLCIL, Memory=2002026.01 | 1.13 | 22.34 | 9.24 | 22.11 | |
| TSIENTypes=IMvMLC, Memory=02026.01 | 0.92 | 22.5 | 10.35 | 20.47 | |
| DICNetTypes=IMvMLC, Memory=02026.01 | 0.58 | 23.42 | 12.67 | 22.5 |