Image Classification on CIFAR-10 (test) (Accuracy and Efficiency)
84.42AccuracyAEBNAS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AEBNASNAS=yes, Exits=2, Target MACs=17M2025.12 | 84.42 | 16.71 | — | |
| EDANASNAS=yes, Exits=22025.12 | 80.9 | 17.31 | — | |
| AEBNASNAS=yes, Exits=4, Target MACs=2M2025.12 | 74.64 | 2.47 | — | |
| EEAlexNetNAS=no, Exits=52025.12 | 73.03 | 233.46 | — | |
| NACHOSNAS=yes, Exits=42025.12 | 72.65 | 2.44 | — | |
| AEBNASNAS=yes, Exits=4, Target MACs=2M-variant2025.12 | 70.2 | 1.96 | — | |
| EEResNet20NAS=no, Exits=102025.12 | 69.71 | 21.25 | — | |
| EDANASNAS=yes, Exits=52025.12 | 67.78 | 2.47 | — |