Class-incremental learning on FG-ImageNet (test)
38.5FAAER-ACE + D2L
Evaluation results
| Method | Links | |
|---|---|---|
| ER-ACE + D2LBuffer size=50002026.03 | 38.5 | |
| ER + D2LBuffer size=50002026.03 | 32.73 | |
| ER-ACE + D2LBuffer size=20002026.03 | 31.57 | |
| ER-ACEBuffer size=50002026.03 | 30.16 | |
| DER++ + D2LBuffer size=50002026.03 | 25.38 | |
| ER-ACEBuffer size=20002026.03 | 24.79 | |
| DER++Buffer size=50002026.03 | 23.86 | |
| ER + D2LBuffer size=20002026.03 | 23.53 | |
| ERBuffer size=50002026.03 | 22.21 | |
| ERBuffer size=20002026.03 | 21.08 | |
| DER++ + D2LBuffer size=20002026.03 | 18.86 | |
| DER++Buffer size=20002026.03 | 14.43 |