Image Classification on TinyImageNet 100 tasks (test)
33.2AccuracyGSA
Evaluation Results
| Method | Links | |
|---|---|---|
| GSAMemory Buffer Size (M)=10k2023.05 | 33.2 | |
| GSAMemory Buffer Size (M)=4k2023.05 | 26 | |
| BiCMemory Buffer Size (M)=10k2023.05 | 25.2 | |
| Co2LMemory Buffer Size (M)=10k2023.05 | 22.5 | |
| SSILMemory Buffer Size (M)=10k2023.05 | 21.1 | |
| SCRMemory Buffer Size (M)=10k2023.05 | 20.4 | |
| BiCMemory Buffer Size (M)=4k2023.05 | 18.9 | |
| GSAMemory Buffer Size (M)=2k2023.05 | 18.4 | |
| DER++Memory Buffer Size (M)=10k2023.05 | 17.6 | |
| SCRMemory Buffer Size (M)=4k2023.05 | 17.2 | |
| Co2LMemory Buffer Size (M)=4k2023.05 | 15.8 | |
| GDumbMemory Buffer Size (M)=10k2023.05 | 15.7 | |
| CCILMemory Buffer Size (M)=10k2023.05 | 15.2 | |
| SSILMemory Buffer Size (M)=4k2023.05 | 15.2 | |
| MIRMemory Buffer Size (M)=10k2023.05 | 13.5 | |
| Rainbow-rtMemory Buffer Size (M)=10k2023.05 | 13.1 | |
| GDumbMemory Buffer Size (M)=4k2023.05 | 12.7 | |
| GDumbMemory Buffer Size (M)=2k2023.05 | 12.6 | |
| LUCIRMemory Buffer Size (M)=10k2023.05 | 12.5 | |
| ERMemory Buffer Size (M)=10k2023.05 | 11.7 | |
| MIRMemory Buffer Size (M)=4k2023.05 | 11.7 | |
| IL2AMemory Buffer Size (M)=10k2023.05 | 11.6 | |
| SCRMemory Buffer Size (M)=2k2023.05 | 10.6 | |
| GSSMemory Buffer Size (M)=10k2023.05 | 10.5 | |
| ASERMemory Buffer Size (M)=10k2023.05 | 10.3 | |
| BiCMemory Buffer Size (M)=2k2023.05 | 10.2 | |
| ERMemory Buffer Size (M)=4k2023.05 | 10.1 | |
| Rainbow-rtMemory Buffer Size (M)=4k2023.05 | 10.1 | |
| ER-AMLMemory Buffer Size (M)=10k2023.05 | 10.1 | |
| DER++Memory Buffer Size (M)=4k2023.05 | 10.1 | |
| Co2LMemory Buffer Size (M)=2k2023.05 | 10.1 | |
| GSSMemory Buffer Size (M)=4k2023.05 | 10 | |
| LUCIRMemory Buffer Size (M)=4k2023.05 | 9.6 | |
| SSILMemory Buffer Size (M)=2k2023.05 | 9.6 | |
| ASERMemory Buffer Size (M)=4k2023.05 | 8.2 | |
| IL2AMemory Buffer Size (M)=4k2023.05 | 8.1 | |
| LUCIRMemory Buffer Size (M)=2k2023.05 | 7.6 | |
| ER-AMLMemory Buffer Size (M)=4k2023.05 | 7.1 | |
| CCILMemory Buffer Size (M)=4k2023.05 | 7 | |
| Rainbow-rtMemory Buffer Size (M)=2k2023.05 | 6.6 | |
| MIRMemory Buffer Size (M)=2k2023.05 | 6.1 | |
| CCILMemory Buffer Size (M)=2k2023.05 | 5.6 | |
| IL2AMemory Buffer Size (M)=2k2023.05 | 5.5 | |
| ER-AMLMemory Buffer Size (M)=2k2023.05 | 5.4 | |
| ASERMemory Buffer Size (M)=2k2023.05 | 5.3 | |
| ERMemory Buffer Size (M)=2k2023.05 | 4.7 | |
| DER++Memory Buffer Size (M)=2k2023.05 | 4.5 | |
| AGEMMemory Buffer Size (M)=10k2023.05 | 3.9 | |
| GSSMemory Buffer Size (M)=2k2023.05 | 3.3 | |
| AGEMMemory Buffer Size (M)=4k2023.05 | 2.1 | |
| AGEMMemory Buffer Size (M)=2k2023.05 | 0.9 |