Continual Learning on S-Cifar-100 streaming (test)
8.9Forgetting Rate (FRG)iCaRL
Evaluation Results
| Method | Links | |
|---|---|---|
| iCaRLSetting=Online, Buffer size (K)=20002021.11 | 8.9 | |
| iCaRLSetting=Online, Buffer size (K)=5002021.11 | 9.15 | |
| iCaRLSetting=Online, Buffer size (K)=2002021.11 | 9.53 | |
| DERSetting=Online, Buffer size (K)=20002021.11 | 13.72 | |
| ERSetting=Online, Buffer size (K)=20002021.11 | 16.42 | |
| GCRSetting=Online, Buffer size (K)=20002021.11 | 17.91 | |
| GCRSetting=Online, Buffer size (K)=5002021.11 | 19.46 | |
| GSSSetting=Online, Buffer size (K)=20002021.11 | 19.56 | |
| GCRSetting=Online, Buffer size (K)=2002021.11 | 21.86 | |
| DERSetting=Online, Buffer size (K)=5002021.11 | 22.92 | |
| GSSSetting=Online, Buffer size (K)=5002021.11 | 25.37 | |
| ERSetting=Online, Buffer size (K)=5002021.11 | 26.29 | |
| DERSetting=Online, Buffer size (K)=2002021.11 | 26.84 | |
| GEMSetting=Online, Buffer size (K)=5002021.11 | 27.15 | |
| GEMSetting=Online, Buffer size (K)=20002021.11 | 29.97 | |
| ERSetting=Online, Buffer size (K)=2002021.11 | 30.16 | |
| GEMSetting=Online, Buffer size (K)=2002021.11 | 32.94 | |
| GSSSetting=Online, Buffer size (K)=2002021.11 | 33.06 |