Class-incremental Learning on SVHN (test)
90.81Average AccuracyFull Replay
Evaluation results
| Method | Links | |
|---|---|---|
| Full ReplayBuffer size (C)=5002020.03 | 90.81 | |
| Full ReplayBuffer size (C)=10002020.03 | 90.81 | |
| Full ReplayBuffer size (C)=15002020.03 | 90.81 | |
| Full ReplayBuffer size (C)=20002020.03 | 90.81 | |
| Conditional Channel Gated NetworksBuffer size (C)=20002020.03 | 81.02 | |
| Conditional Channel Gated NetworksBuffer size (C)=15002020.03 | 76.73 | |
| Conditional Channel Gated NetworksBuffer size (C)=10002020.03 | 73.99 | |
| Conditional Channel Gated NetworksBuffer size (C)=5002020.03 | 67.45 | |
| A-GEMBuffer size (C)=15002020.03 | 59.33 | |
| A-GEMBuffer size (C)=20002020.03 | 57.04 | |
| A-GEMBuffer size (C)=5002020.03 | 56.8 | |
| iCaRL-meanBuffer size (C)=5002020.03 | 56.26 | |
| iCaRL-meanBuffer size (C)=20002020.03 | 55.11 | |
| iCaRL-randBuffer size (C)=10002020.03 | 54.92 | |
| iCaRL-randBuffer size (C)=20002020.03 | 54.84 | |
| iCaRL-meanBuffer size (C)=10002020.03 | 54.69 | |
| A-GEMBuffer size (C)=10002020.03 | 54.11 | |
| iCaRL-meanBuffer size (C)=15002020.03 | 52.52 | |
| iCaRL-randBuffer size (C)=5002020.03 | 49.72 | |
| iCaRL-randBuffer size (C)=15002020.03 | 47.88 |