Image Classification on CIFAR-100 (Quantization Accuracy)
68.09Accuracy (W32A32)GPTQ
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GPTQArchitecture=KAGN Simple (8L V2)2025.11 | 68.09 | 68.05 | 13.47 | 2.65 | 1.14 | 13.47 | 2.65 | 1.14 | |
| AdaRoundArchitecture=KAGN Simple (8L V2)2025.11 | 68.09 | 67.67 | 2.77 | 1.01 | 1 | 2.77 | 1.01 | 1 | |
| AWQArchitecture=KAGN Simple (8L V2)2025.11 | 68.09 | 67.62 | 3.74 | 1 | 1 | 3.74 | 1 | 1 | |
| BRECQArchitecture=KAGN Simple (8L V2)2025.11 | 68.09 | 67.57 | 3.86 | 1 | 1 | 3.12 | 1.49 | 1.47 | |
| GPTQArchitecture=VGG-like KAGN V22025.11 | 58.7 | 58.23 | 39.73 | 14.23 | 1.98 | 39.57 | 13.26 | 0.99 | |
| AdaRoundArchitecture=VGG-like KAGN V22025.11 | 58.7 | 55.91 | 22.66 | 6.05 | 1.47 | 22.63 | 5.46 | 1.03 | |
| AWQArchitecture=VGG-like KAGN V22025.11 | 58.7 | 58.3 | 29.57 | 13.44 | 1.22 | 29.44 | 12.48 | 1.15 | |
| BRECQArchitecture=VGG-like KAGN V22025.11 | 58.7 | 58.29 | 29.8 | 15.64 | 1.88 | 32.17 | 15.99 | 2.57 |