Continual Learning on S-TinyImageNet streaming (test)
6.89Forgetting Rate (FRG)iCaRL
Evaluation Results
| Method | Links | |
|---|---|---|
| iCaRLSetting=Online, Buffer size (K)=20002021.11 | 6.89 | |
| iCaRLSetting=Online, Buffer size (K)=2002021.11 | 6.95 | |
| iCaRLSetting=Online, Buffer size (K)=5002021.11 | 7.22 | |
| DERSetting=Online, Buffer size (K)=20002021.11 | 14.97 | |
| GCRSetting=Online, Buffer size (K)=20002021.11 | 22.31 | |
| GSSSetting=Online, Buffer size (K)=20002021.11 | 23.63 | |
| DERSetting=Online, Buffer size (K)=5002021.11 | 27.09 | |
| GCRSetting=Online, Buffer size (K)=5002021.11 | 27.47 | |
| ERSetting=Online, Buffer size (K)=2002021.11 | 27.86 | |
| ERSetting=Online, Buffer size (K)=20002021.11 | 27.91 | |
| DERSetting=Online, Buffer size (K)=2002021.11 | 31.68 | |
| ERSetting=Online, Buffer size (K)=5002021.11 | 32.53 | |
| GSSSetting=Online, Buffer size (K)=5002021.11 | 32.67 | |
| GCRSetting=Online, Buffer size (K)=2002021.11 | 34.19 | |
| GSSSetting=Online, Buffer size (K)=2002021.11 | 36.91 |