Dataset Distillation on ImageNet 100 IPC=1 (train val)
95.1DINOv2 ScoreFull dataset
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Full dataset2026.05 | 95.1 | 89.3 | 92.4 | 94 | 92.7 | |
| LGMIPC=1, DSA=true2026.05 | 91.4 | 83.3 | 84.6 | 88.6 | 87 | |
| CLP-DDIPC=1, DSA=false2026.05 | 89.2 | 83.9 | 79.2 | 87.6 | 85 | |
| CentroidIPC=12026.05 | 86.9 | 77.7 | 77.1 | 80.9 | 80.6 | |
| NeighborIPC=12026.05 | 86 | 77.1 | 67.8 | 78.8 | 77.4 | |
| LGMIPC=1, DSA=false2026.05 | 82.6 | 59.5 | 58.4 | 73.9 | 68.6 | |
| RandomIPC=12026.05 | 74.8 | 61.3 | 57.6 | 64.4 | 64.5 |