Image Classification on ImageNet I-Fruit (test)
56.6AccuracyDATM+Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| DATM+OursIPC=102026.03 | 56.6 | |
| GSDDResolution=256x256, Distillation Algorithm=DM2025.09 | 51.2 | |
| SPEEDIPC=102026.03 | 50 | |
| AutoPaletteIPC=102026.03 | 48.4 | |
| FreDIPC=102026.03 | 47 | |
| DDiFResolution=256x256, Distillation Algorithm=DM2025.09 | 43.2 | |
| HaBaIPC=102026.03 | 42.5 | |
| DATMIPC=102026.03 | 41.2 | |
| MTTIPC=102026.03 | 40.3 | |
| DDDistill. Alg.=MTT, IPC=10, Distill. Mode=DD, Architecture=ConvNet2026.05 | 35.3 | |
| IDCResolution=256x256, Distillation Algorithm=DM2025.09 | 33.1 | |
| FreDResolution=256x256, Distillation Algorithm=DM2025.09 | 32.5 | |
| LatentDDResolution=256x256, Distillation Algorithm=DM2025.09 | 30.7 | |
| DDDistill. Alg.=DM, IPC=10, Distill. Mode=DD, Architecture=ConvNet2026.05 | 26.2 | |
| DIVERDistill. Alg.=MTT, IPC=10, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 25.7 | |
| DDDistill. Alg.=MTT, IPC=1, Distill. Mode=DD, Architecture=ConvNet2026.05 | 24.2 | |
| GLaDDistill. Alg.=MTT, IPC=1, Distill. Mode=GLaD, Architecture=ConvNet2026.05 | 21.4 | |
| VanillaResolution=256x256, Distillation Algorithm=DM2025.09 | 19.5 | |
| DDDistill. Alg.=DM, IPC=1, Distill. Mode=DD, Architecture=ConvNet2026.05 | 19.5 | |
| GLaDDistill. Alg.=DM, IPC=1, Distill. Mode=GLaD, Architecture=ConvNet2026.05 | 18.9 | |
| DIVERDistill. Alg.=DM, IPC=10, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 18.4 | |
| DIVERDistill. Alg.=MTT, IPC=1, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 18 | |
| DIVERDistill. Alg.=DM, IPC=1, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 13.2 |