Dataset Distillation on ImageNet 1K (val)
70.4AccuracyPRISM
Evaluation Results
| Method | Links | |
|---|---|---|
| PRISMBackbone=ResNet-101, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.11 | 70.4 | |
| PRISMBackbone=ResNet-50, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.11 | 69.4 | |
| PRISMBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.11 | 68.6 | |
| DELTBackbone=ResNet-101, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.11 | 67.6 | |
| PRISMBackbone=ResNet-50, IPC=100, Evaluation Protocol=Standard2025.11 | 67.5 | |
| PRISMBackbone=ResNet-101, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.11 | 66.7 | |
| PRISMBackbone=ResNet-50, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.11 | 66.5 | |
| DELTBackbone=ResNet-101, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.11 | 66.1 | |
| PRISMBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.11 | 65.9 | |
| PRISMBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.11 | 65.1 | |
| EDCBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.11 | 64.9 | |
| EDCBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.11 | 64.3 | |
| G-VBSMBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.11 | 63.7 | |
| SRe2LBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.11 | 62.8 | |
| RDEDBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.11 | 62.8 | |
| PRISMBackbone=ResNet-18, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.11 | 62.7 | |
| DELTBackbone=ResNet-18, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.11 | 62.4 | |
| G-VBSMBackbone=ResNet-50, IPC=100, Evaluation Protocol=Standard2025.11 | 62.2 | |
| SRe2LBackbone=ResNet-50, IPC=100, Evaluation Protocol=Standard2025.11 | 61 | |
| G-VBSMBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.11 | 61 | |
| PRISMBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.11 | 60.9 | |
| SRe2LBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.11 | 60.8 | |
| RDEDBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.11 | 60.8 | |
| RDEDBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.11 | 59.8 | |
| PRISMBackbone=ResNet-18, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.11 | 59.6 | |
| DELTBackbone=ResNet-18, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.11 | 59.2 | |
| PRISMBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.11 | 59 | |
| G-VBSMBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.11 | 58.7 | |
| EDCBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.11 | 58 | |
| LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=2002024.10 | 57.7 | |
| RDEDBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.11 | 56.5 | |
| G-VBSMBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.11 | 55.7 | |
| SRe2LBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.11 | 55.6 | |
| EDCBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.11 | 54.1 | |
| SRe2LBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.11 | 52.8 | |
| LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=2002024.10 | 52.6 | |
| LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=1002024.10 | 52 | |
| G-VBSMBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.11 | 51.8 | |
| EDCBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.11 | 51.7 | |
| PRISMBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.11 | 51.1 | |
| PRISMBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.11 | 49.4 | |
| EDCBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.11 | 48.6 | |
| PRISMBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.11 | 48.5 | |
| DELTBackbone=ResNet-101, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.11 | 48.5 | |
| PRISMBackbone=ResNet-18, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.11 | 46.9 | |
| SRe2LBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.11 | 46.8 | |
| PRISMBackbone=ResNet-50, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.11 | 46.3 | |
| DELTBackbone=ResNet-18, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.11 | 46.1 | |
| LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=1002024.10 | 44.7 | |
| LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=502024.10 | 43.1 | |
| RDEDBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.11 | 42 | |
| PRISMBackbone=ResNet-101, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.11 | 40.7 | |
| G-VBSMBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.11 | 38.2 | |
| G-VBSMBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.11 | 35.4 | |
| LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=502024.10 | 33.7 | |
| G-VBSMBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.11 | 31.4 | |
| SRe2LBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.11 | 30.9 | |
| RDEDBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.11 | 30.9 | |
| LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=202024.10 | 30 | |
| SRe2LBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.11 | 28.4 | |
| SRe2LBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.11 | 21.3 | |
| LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=202024.10 | 17.9 | |
| LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=102024.10 | 17.6 | |
| LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=102024.10 | 9.6 |