Image Classification on ImageNet I-Yellow (test)
78.9AccuracyDATM+Ours
Evaluation Results
| Method | Links | |
|---|---|---|
| DATM+OursIPC=102026.03 | 78.9 | |
| AutoPaletteIPC=102026.03 | 72 | |
| SPEEDIPC=102026.03 | 70.5 | |
| FreDIPC=102026.03 | 69.2 | |
| GSDDResolution=256x256, Distillation Algorithm=DM2025.09 | 67.4 | |
| DDiFResolution=256x256, Distillation Algorithm=DM2025.09 | 63.1 | |
| HaBaIPC=102026.03 | 63 | |
| DATMIPC=102026.03 | 61.1 | |
| MTTIPC=102026.03 | 60 | |
| DDDistill. Alg.=MTT, IPC=10, Distill. Mode=DD, Architecture=ConvNet2026.05 | 53.8 | |
| IDCResolution=256x256, Distillation Algorithm=DM2025.09 | 52.2 | |
| FreDResolution=256x256, Distillation Algorithm=DM2025.09 | 49.1 | |
| DDDistill. Alg.=DM, IPC=10, Distill. Mode=DD, Architecture=ConvNet2026.05 | 41.5 | |
| DDDistill. Alg.=MTT, IPC=1, Distill. Mode=DD, Architecture=ConvNet2026.05 | 40.7 | |
| DIVERDistill. Alg.=MTT, IPC=10, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 37.5 | |
| GLaDDistill. Alg.=MTT, IPC=1, Distill. Mode=GLaD, Architecture=ConvNet2026.05 | 33.9 | |
| VanillaResolution=256x256, Distillation Algorithm=DM2025.09 | 33.4 | |
| DDDistill. Alg.=DM, IPC=1, Distill. Mode=DD, Architecture=ConvNet2026.05 | 32.9 | |
| DIVERDistill. Alg.=DM, IPC=10, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 32 | |
| GLaDDistill. Alg.=DM, IPC=1, Distill. Mode=GLaD, Architecture=ConvNet2026.05 | 30.3 | |
| DIVERDistill. Alg.=MTT, IPC=1, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 19.4 | |
| DIVERDistill. Alg.=DM, IPC=1, Distill. Mode=DIVER, Architecture=ConvNet2026.05 | 17.8 |