Image Classification on CIFAR-100 (Accuracy and Efficiency Metrics)
56.2AccuracyEntire dataset
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Entire dataset2026.03 | 56.2 | — | — | |
| DATMIPC (Images Per Class)=502026.03 | 53.9 | 491 | — | |
| AutoPaletteIPC (Images Per Class)=50, quantization=7-bit2026.03 | 52.9 | 491 | 9.6 | |
| QuADDIPC (Images Per Class)=50, quantization=9-bit2026.03 | 52.4 | 491 | 10.6 | |
| TMIPC (Images Per Class)=502026.03 | 47.7 | 491 | — | |
| DATMIPC (Images Per Class)=102026.03 | 47.3 | 98.3 | — | |
| QuADDIPC (Images Per Class)=10, quantization=9-bit2026.03 | 46.2 | 98.3 | 10.6 | |
| AutoPaletteIPC (Images Per Class)=10, quantization=7-bit2026.03 | 45.6 | 98.3 | 9.6 | |
| DMIPC (Images Per Class)=502026.03 | 43.6 | 491 | — | |
| FreDIPC (Images Per Class)=502026.03 | 41.5 | 491 | 3.8 | |
| TMIPC (Images Per Class)=102026.03 | 40.1 | 98.3 | — | |
| FreDIPC (Images Per Class)=102026.03 | 34.9 | 98.3 | 3.8 | |
| HerdingIPC (Images Per Class)=502026.03 | 33.7 | 491 | — | |
| K-CenterIPC (Images Per Class)=502026.03 | 33.6 | 491 | — | |
| RandomIPC (Images Per Class)=502026.03 | 30 | 491 | — | |
| DMIPC (Images Per Class)=102026.03 | 29.7 | 98.3 | — | |
| DATMIPC (Images Per Class)=12026.03 | 27.1 | 9.8 | — | |
| QuADDIPC (Images Per Class)=1, quantization=9-bit2026.03 | 26.9 | 9.8 | 10.6 | |
| AutoPaletteIPC (Images Per Class)=1, quantization=7-bit2026.03 | 25.8 | 9.8 | 9.6 | |
| DCIPC (Images Per Class)=102026.03 | 25.2 | 98.3 | — | |
| TMIPC (Images Per Class)=12026.03 | 24.3 | 9.8 | — | |
| K-CenterIPC (Images Per Class)=102026.03 | 20.7 | 98.3 | — | |
| HerdingIPC (Images Per Class)=102026.03 | 17.3 | 98.3 | — | |
| FreDIPC (Images Per Class)=12026.03 | 15.7 | 9.8 | 12 | |
| RandomIPC (Images Per Class)=102026.03 | 14.6 | 98.3 | — | |
| DCIPC (Images Per Class)=12026.03 | 12.8 | 9.8 | — | |
| DMIPC (Images Per Class)=12026.03 | 11.4 | 9.8 | — | |
| K-CenterIPC (Images Per Class)=12026.03 | 8.6 | 9.8 | — | |
| HerdingIPC (Images Per Class)=12026.03 | 8.4 | 9.8 | — | |
| RandomIPC (Images Per Class)=12026.03 | 4.2 | 9.8 | — |