Continual Learning on Tiny-ImageNet (test)
0.2724Relative ForgettingOCM + CCL-DC
Evaluation Results
| Method | Links | |
|---|---|---|
| OCM + CCL-DCMemory Size M=100002023.12 | 0.2724 | |
| OnPro + CCL-DCMemory Size M=100002023.12 | 0.2924 | |
| OCMMemory Size M=100002023.12 | 0.308 | |
| ER-ACE + CCL-DCMemory Size M=100002023.12 | 0.3113 | |
| OCM + CCL-DCMemory Size M=50002023.12 | 0.3558 | |
| ER-ACEMemory Size M=100002023.12 | 0.3783 | |
| OnPro + CCL-DCMemory Size M=50002023.12 | 0.387 | |
| OCMMemory Size M=50002023.12 | 0.4059 | |
| ER-ACE + CCL-DCMemory Size M=50002023.12 | 0.422 | |
| OnProMemory Size M=100002023.12 | 0.4281 | |
| GSAMemory Size M=100002023.12 | 0.4344 | |
| ER-ACEMemory Size M=50002023.12 | 0.4448 | |
| GSA + CCL-DCMemory Size M=100002023.12 | 0.4973 | |
| OnProMemory Size M=50002023.12 | 0.5047 | |
| OCM + CCL-DCMemory Size M=20002023.12 | 0.5158 | |
| ER + CCL-DCMemory Size M=100002023.12 | 0.5318 | |
| GSAMemory Size M=50002023.12 | 0.5342 | |
| OnPro + CCL-DCMemory Size M=20002023.12 | 0.5603 | |
| ER-ACE + CCL-DCMemory Size M=20002023.12 | 0.5656 | |
| OCMMemory Size M=20002023.12 | 0.5666 | |
| ER-ACEMemory Size M=20002023.12 | 0.5741 | |
| ERMemory Size M=100002023.12 | 0.6243 | |
| GSA + CCL-DCMemory Size M=50002023.12 | 0.6385 | |
| DER++ + CCL-DCMemory Size M=100002023.12 | 0.6448 | |
| OnProMemory Size M=20002023.12 | 0.6469 | |
| ER + CCL-DCMemory Size M=50002023.12 | 0.6479 | |
| GSAMemory Size M=20002023.12 | 0.6687 | |
| ERMemory Size M=50002023.12 | 0.7162 | |
| DER++Memory Size M=100002023.12 | 0.7251 | |
| DER++ + CCL-DCMemory Size M=50002023.12 | 0.7315 | |
| DER++Memory Size M=50002023.12 | 0.7328 | |
| GSA + CCL-DCMemory Size M=20002023.12 | 0.8008 | |
| ER + CCL-DCMemory Size M=20002023.12 | 0.8113 | |
| ERMemory Size M=20002023.12 | 0.85 | |
| DER++ + CCL-DCMemory Size M=20002023.12 | 0.8716 | |
| DER++Memory Size M=20002023.12 | 0.8779 |