Image Classification on MNIST 5 tasks (test)
96.5AccuracyGSA
Evaluation Results
| Method | Links | |
|---|---|---|
| GSAMemory Buffer Size (M)=1k2023.05 | 96.5 | |
| SSILMemory Buffer Size (M)=1k2023.05 | 95.1 | |
| Rainbow-rtMemory Buffer Size (M)=1k2023.05 | 95 | |
| BiCMemory Buffer Size (M)=1k2023.05 | 94.8 | |
| Co2LMemory Buffer Size (M)=1k2023.05 | 94.7 | |
| SCRMemory Buffer Size (M)=1k2023.05 | 94.6 | |
| GDumbMemory Buffer Size (M)=1k2023.05 | 94.5 | |
| CCILMemory Buffer Size (M)=1k2023.05 | 94 | |
| IL2AMemory Buffer Size (M)=1k2023.05 | 93.9 | |
| GSAMemory Buffer Size (M)=0.5k2023.05 | 93.2 | |
| BiCMemory Buffer Size (M)=0.5k2023.05 | 93 | |
| SSILMemory Buffer Size (M)=0.5k2023.05 | 93 | |
| SCRMemory Buffer Size (M)=0.5k2023.05 | 92.8 | |
| CCILMemory Buffer Size (M)=0.5k2023.05 | 92.8 | |
| IL2AMemory Buffer Size (M)=0.5k2023.05 | 92.7 | |
| Rainbow-rtMemory Buffer Size (M)=0.5k2023.05 | 92.1 | |
| DER++Memory Buffer Size (M)=1k2023.05 | 92.1 | |
| ER-AMLMemory Buffer Size (M)=1k2023.05 | 91.5 | |
| DER++Memory Buffer Size (M)=0.5k2023.05 | 91.5 | |
| Co2LMemory Buffer Size (M)=0.5k2023.05 | 91.5 | |
| GSAMemory Buffer Size (M)=0.1k2023.05 | 91.4 | |
| MIRMemory Buffer Size (M)=1k2023.05 | 91.3 | |
| GDumbMemory Buffer Size (M)=0.5k2023.05 | 91 | |
| BiCMemory Buffer Size (M)=0.1k2023.05 | 90.4 | |
| ERMemory Buffer Size (M)=1k2023.05 | 90.3 | |
| IL2AMemory Buffer Size (M)=0.1k2023.05 | 90.2 | |
| LUCIRMemory Buffer Size (M)=1k2023.05 | 90.1 | |
| Rainbow-rtMemory Buffer Size (M)=0.1k2023.05 | 89.1 | |
| MIRMemory Buffer Size (M)=0.5k2023.05 | 88.3 | |
| SSILMemory Buffer Size (M)=0.1k2023.05 | 88.2 | |
| ERMemory Buffer Size (M)=0.5k2023.05 | 88 | |
| GSSMemory Buffer Size (M)=1k2023.05 | 87.5 | |
| LUCIRMemory Buffer Size (M)=0.5k2023.05 | 87.2 | |
| OnlineHDDimension=64D2026.06 | 86.98 | |
| NeuralHDDimension=64D2026.06 | 86.95 | |
| CCILMemory Buffer Size (M)=0.1k2023.05 | 86.4 | |
| SCRMemory Buffer Size (M)=0.1k2023.05 | 86.2 | |
| ER-AMLMemory Buffer Size (M)=0.5k2023.05 | 86 | |
| Co2LMemory Buffer Size (M)=0.1k2023.05 | 83.1 | |
| ASERMemory Buffer Size (M)=1k2023.05 | 82.1 | |
| GDumbMemory Buffer Size (M)=0.1k2023.05 | 81.2 | |
| GSSMemory Buffer Size (M)=0.5k2023.05 | 80.7 | |
| NeuralHDDimension=32D2026.06 | 79.67 | |
| MIRMemory Buffer Size (M)=0.1k2023.05 | 79 | |
| ERMemory Buffer Size (M)=0.1k2023.05 | 78.7 | |
| ER-AMLMemory Buffer Size (M)=0.1k2023.05 | 76.5 | |
| OnlineHDDimension=32D2026.06 | 76.5 | |
| DER++Memory Buffer Size (M)=0.1k2023.05 | 74.4 | |
| LUCIRMemory Buffer Size (M)=0.1k2023.05 | 73.2 | |
| VanillaDimension=64D2026.06 | 71.17 | |
| ASERMemory Buffer Size (M)=0.5k2023.05 | 71 | |
| GSSMemory Buffer Size (M)=0.1k2023.05 | 70.4 | |
| NeuralHDDimension=16D2026.06 | 69.59 | |
| AdaptHDDimension=64D2026.06 | 62.39 | |
| AGEMMemory Buffer Size (M)=1k2023.05 | 61.6 | |
| ASERMemory Buffer Size (M)=0.1k2023.05 | 61.6 | |
| VanillaDimension=32D2026.06 | 58.66 | |
| AGEMMemory Buffer Size (M)=0.5k2023.05 | 57.7 | |
| CompHDDimension=64D2026.06 | 57.24 | |
| AGEMMemory Buffer Size (M)=0.1k2023.05 | 56.9 | |
| OnlineHDDimension=16D2026.06 | 53.3 | |
| QuantHDDimension=64D2026.06 | 53.29 | |
| CompHDDimension=32D2026.06 | 48.76 | |
| AdaptHDDimension=32D2026.06 | 46.27 | |
| VanillaDimension=16D2026.06 | 44.54 | |
| CompHDDimension=16D2026.06 | 38.79 | |
| QuantHDDimension=32D2026.06 | 36.56 | |
| SparseHDDimension=64D2026.06 | 35.12 | |
| AdaptHDDimension=16D2026.06 | 34.43 | |
| LeHDCDimension=16D2026.06 | 32.54 | |
| SparseHDDimension=32D2026.06 | 30.85 | |
| LeHDCDimension=64D2026.06 | 30.73 | |
| LeHDCDimension=32D2026.06 | 30.31 | |
| QuantHDDimension=16D2026.06 | 29.78 | |
| SparseHDDimension=16D2026.06 | 28.71 |