Image Classification on CIFAR-100 (Quantization Performance Metrics)
68.06Accuracy (W32/A32)DSQ
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DSQArchitecture=KAGN Simple (8L V2)2025.11 | 68.06 | 67.12 | 68.03 | 67.54 | 43.1 | 34.01 | 35.45 | 43.1 | |
| LSQArchitecture=KAGN Simple (8L V2)2025.11 | 68.06 | 67.2 | 65.87 | 68.49 | 68.41 | 52.36 | 53.01 | 47 | |
| DoReFaArchitecture=KAGN Simple (8L V2)2025.11 | 68.06 | 67.93 | 66.89 | 53.58 | 23.39 | 29.49 | 9.66 | 8.62 | |
| DSQArchitecture=VGG-like KAGN V22025.11 | 58.77 | 57.82 | 58.58 | 58.23 | 1 | 56.81 | 55.86 | 1 | |
| LSQ+Architecture=VGG-like KAGN V22025.11 | 58.77 | 58.05 | 56.98 | 1 | 30.18 | 1 | 1 | 1.01 | |
| DoReFaArchitecture=VGG-like KAGN V22025.11 | 58.77 | 58.5 | 48.96 | 1 | 21.61 | 18.37 | 1 | 1.08 |