Class-incremental learning on FG-ImageNet
1.86Forward Transfer (FWT)DER++ + D2L
Evaluation results
| Method | Links | |
|---|---|---|
| DER++ + D2LBuffer size=50002026.03 | 1.86 | |
| ER + D2LBuffer size=20002026.03 | 1.79 | |
| ER + D2LBuffer size=50002026.03 | 1.19 | |
| ER-ACE + D2LBuffer size=20002026.03 | 1.09 | |
| ER-ACE + D2LBuffer size=50002026.03 | 0.08 | |
| DER++ + D2LBuffer size=20002026.03 | -0.13 | |
| DER++Buffer size=20002026.03 | -1.36 | |
| ERBuffer size=50002026.03 | -1.52 | |
| ERBuffer size=20002026.03 | -1.88 | |
| ER-ACEBuffer size=20002026.03 | -2 | |
| ER-ACEBuffer size=50002026.03 | -2.16 | |
| DER++Buffer size=50002026.03 | -2.48 |