Incomplete Multi-view Multi-label Class Incremental Learning on MIRFLICKR
36.71Last CF1Upper-bound
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Upper-boundTypes=Baseline, Memory=02026.01 | 36.71 | — | 51.25 | 62.47 | |
| E2PLTypes=IMvMLCIL, Memory=02026.01 | 30.73 | 66.76 | 47.14 | 59.08 | |
| AIMNet-RTypes=IMvMLC, Memory=2/class2026.01 | 26.45 | 64.29 | 46.32 | 54.3 | |
| AIMNet-RTypes=IMvMLC, Memory=2002026.01 | 26.43 | 64.59 | 41.36 | 54.18 | |
| SIP-RTypes=IMvMLC, Memory=2002026.01 | 26.23 | 63.98 | 40.11 | 52.94 | |
| SIP-RTypes=IMvMLC, Memory=2/class2026.01 | 25.8 | 63.71 | 39.5 | 52.63 | |
| AIMNetTypes=IMvMLC, Memory=02026.01 | 25.79 | 63.6 | 45.42 | 53.28 | |
| SIPTypes=IMvMLC, Memory=02026.01 | 24.92 | 61.93 | 38.13 | 49.92 | |
| MTDTypes=IMvMLC, Memory=02026.01 | 22.34 | 63 | 43.66 | 52.11 | |
| DICNetTypes=IMvMLC, Memory=02026.01 | 19.04 | 61.29 | 43.13 | 49.68 | |
| KRT-RTypes=MLCIL, Memory=2002026.01 | 16.12 | 61.01 | 39.98 | 52.62 | |
| KRT-RTypes=MLCIL, Memory=2/class2026.01 | 15.34 | 60.11 | 39.5 | 52.77 | |
| TSIENTypes=IMvMLC, Memory=02026.01 | 12.95 | 61.92 | 33.89 | 52.94 | |
| MULTI-LANETypes=MLCIL, Memory=02026.01 | 11.61 | 58.98 | 37.09 | 52.13 | |
| KRTTypes=MLCIL, Memory=02026.01 | 10.63 | 57.07 | 35.12 | 50.59 | |
| PRSTypes=MLCIL, Memory=2002026.01 | 9.67 | 56.66 | 33.13 | 51.88 | |
| PRSTypes=MLCIL, Memory=2/class2026.01 | 9.28 | 56.65 | 31.98 | 50.23 |