Dataset Distillation on CIFAR-10
85.1Top-1 AccuracyCIM
Evaluation Results
| Method | Links | |
|---|---|---|
| CIMIPC=50, Architecture=ResNet-182026.07 | 85.1 | |
| CIMIPC=50, Architecture=ResNet-502026.07 | 84.2 | |
| CIMArchitecture=ConvNet, IPC=502026.07 | 78.3 | |
| RDEDIPC=50, Architecture=ResNet-182026.07 | 76.4 | |
| CIMIPC=50, Architecture=ConvNet2026.07 | 74.7 | |
| RDEDIPC=50, Architecture=ResNet-502026.07 | 74.1 | |
| CIMArchitecture=ConvNet, IPC=102026.07 | 72.2 | |
| DREAMArchitecture=ConvNet, IPC=502026.07 | 72.2 | |
| RDEDIPC=50, Architecture=ConvNet2026.07 | 71.1 | |
| CIMIPC=10, Architecture=ResNet-182026.07 | 66.2 | |
| G-VBSMIPC=50, Architecture=ResNet-182026.07 | 64.5 | |
| DREAMArchitecture=ConvNet, IPC=102026.07 | 64.2 | |
| DATMArchitecture=ConvNet, IPC=502026.07 | 63.1 | |
| CIMIPC=10, Architecture=ResNet-502026.07 | 62.9 | |
| SRe2LIPC=50, Architecture=ResNet-182026.07 | 62.8 | |
| G-VBSMIPC=50, Architecture=ConvNet2026.07 | 62.7 | |
| SRe2LIPC=50, Architecture=ResNet-502026.07 | 61.6 | |
| G-VBSMIPC=50, Architecture=ResNet-502026.07 | 61.5 | |
| CIMIPC=10, Architecture=ConvNet2026.07 | 61.4 | |
| DATMArchitecture=ConvNet, IPC=102026.07 | 60.1 | |
| SRe2LIPC=50, Architecture=ConvNet2026.07 | 57.7 | |
| RDEDIPC=10, Architecture=ConvNet2026.07 | 56 | |
| CIMArchitecture=ConvNet, IPC=12026.07 | 50 | |
| RDEDIPC=10, Architecture=ResNet-182026.07 | 47.3 | |
| FreDArchitecture=ConvNet, IPC=102026.07 | 46.6 | |
| FreDArchitecture=ConvNet, IPC=502026.07 | 46.3 | |
| RDEDIPC=10, Architecture=ResNet-502026.07 | 45.1 | |
| DREAMArchitecture=ConvNet, IPC=12026.07 | 40.8 | |
| SRe2LIPC=10, Architecture=ConvNet2026.07 | 39.6 | |
| SRe2LIPC=10, Architecture=ResNet-182026.07 | 39.4 | |
| G-VBSMIPC=10, Architecture=ConvNet2026.07 | 38.6 | |
| CIMIPC=1, Architecture=ConvNet2026.07 | 37.4 | |
| SRe2LIPC=10, Architecture=ResNet-502026.07 | 37.2 | |
| G-VBSMIPC=10, Architecture=ResNet-182026.07 | 36.3 | |
| G-VBSMIPC=10, Architecture=ResNet-502026.07 | 33.8 | |
| FreDArchitecture=ConvNet, IPC=12026.07 | 33.2 | |
| CIMIPC=1, Architecture=ResNet-182026.07 | 32.3 | |
| CIMIPC=1, Architecture=ResNet-502026.07 | 31.8 | |
| RDEDIPC=1, Architecture=ConvNet2026.07 | 28.9 | |
| RDEDIPC=1, Architecture=ResNet-182026.07 | 27.8 | |
| RDEDIPC=1, Architecture=ResNet-502026.07 | 24.8 | |
| SRe2LIPC=1, Architecture=ConvNet2026.07 | 22.2 | |
| G-VBSMIPC=1, Architecture=ConvNet2026.07 | 21.2 | |
| SRe2LIPC=1, Architecture=ResNet-502026.07 | 20.2 | |
| SRe2LIPC=1, Architecture=ResNet-182026.07 | 19.9 | |
| G-VBSMIPC=1, Architecture=ResNet-502026.07 | 17.2 | |
| G-VBSMIPC=1, Architecture=ResNet-182026.07 | 17 |