Image Classification on ImageNet I-Woof (test)
87.5AccuracyFull dataset
Evaluation Results
| Method | Links | |
|---|---|---|
| Full datasetBackbone=ResNet-10, Protocol=hard-label2026.05 | 87.5 | |
| MiniMax + DMGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 60.8 | |
| DiT + DMGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 60.1 | |
| MGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 56.5 | |
| MiniMaxIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 56.3 | |
| DATM+OursIPC=102026.03 | 53 | |
| DiTIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 49.3 | |
| MiniMax + DMGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 47.7 | |
| RandomIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 47.2 | |
| DMIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.05 | 47.1 | |
| DiT + DMGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 46.7 | |
| MiniMaxIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 45.8 | |
| AutoPaletteIPC=102026.03 | 44.3 | |
| SPEEDIPC=102026.03 | 44.1 | |
| MGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 43.6 | |
| GSDDResolution=256x256, Distillation Algorithm=DM2025.09 | 42.6 | |
| MiniMax + DMGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 42.4 | |
| FreDIPC=102026.03 | 41.3 | |
| DiTIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 41.1 | |
| DiT + DMGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 40.8 | |
| MGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 40.4 | |
| DDiFResolution=256x256, Distillation Algorithm=DM2025.09 | 39.6 | |
| MiniMaxIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 39.2 | |
| DATMIPC=102026.03 | 38.8 | |
| HaBaIPC=102026.03 | 38.6 | |
| MTTIPC=102026.03 | 35.8 | |
| DMIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 35.2 | |
| DiTIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 34.7 | |
| GLaDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 32.9 | |
| RandomIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.05 | 32.7 | |
| FreDResolution=256x256, Distillation Algorithm=DM2025.09 | 31.2 | |
| DMIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 30.3 | |
| IDCResolution=256x256, Distillation Algorithm=DM2025.09 | 30.2 | |
| RandomIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.05 | 29.4 | |
| LatentDDResolution=256x256, Distillation Algorithm=DM2025.09 | 28 | |
| VanillaResolution=256x256, Distillation Algorithm=DM2025.09 | 20 |