Task Incremental Learning on CIFAR-100
93.42AccuracyJoint
Evaluation Results
| Method | Links | |
|---|---|---|
| Joint2023.03 | 93.42 | |
| Joint2023.03 | 89.64 | |
| LwF + ANCLANCL=true2023.03 | 79.99 | |
| LwF + ANCLANCL=true2023.03 | 79.42 | |
| LwF2023.03 | 78.87 | |
| LwM2023.03 | 78.46 | |
| LwM2023.03 | 78.27 | |
| LwF2023.03 | 76.96 | |
| LFL + ANCLANCL=true2023.03 | 75.23 | |
| LFL + ANCLANCL=true2023.03 | 74.68 | |
| LFL2023.03 | 74.5 | |
| LFL2023.03 | 74.27 | |
| MAS + ANCLANCL=true2023.03 | 64.43 | |
| LODEBuf.=4k2026.05 | 63.98 | |
| ERBuf.=4k2026.05 | 63.02 | |
| EWC + ANCLANCL=true2023.03 | 62.47 | |
| EWC + ANCLANCL=true2023.03 | 60.86 | |
| MAS + ANCLANCL=true2023.03 | 60.7 | |
| LODEBuf.=2k2026.05 | 60.65 | |
| MAS2023.03 | 60.56 | |
| ER-ACEBuf.=4k2026.05 | 60.42 | |
| EWC2023.03 | 60.03 | |
| MAS2023.03 | 59.35 | |
| ER-ACEBuf.=2k2026.05 | 58.54 | |
| EWC2023.03 | 58.13 | |
| DER++Buf.=4k2026.05 | 57.9 | |
| ERBuf.=2k2026.05 | 57.68 | |
| DER++Buf.=2k2026.05 | 56.45 | |
| GDUMBBuf.=4k2026.05 | 54.12 | |
| MANGOBuf.=4k2026.05 | 54 | |
| DMC2023.03 | 53.72 | |
| MANGOBuf.=2k2026.05 | 53.59 | |
| DMC2023.03 | 51.9 | |
| GDUMBBuf.=2k2026.05 | 43.04 | |
| Fine-tuning2023.03 | 38.9 | |
| LUCIRBuf.=2k2026.05 | 31.37 | |
| LUCIRBuf.=4k2026.05 | 30.15 | |
| Fine-tuning2023.03 | 27.81 | |
| iCaRLBuf.=4k2026.05 | 25.81 | |
| iCaRLBuf.=2k2026.05 | 22.5 | |
| FTBuf.=—2026.05 | 21.67 |