Image Classification on CIFAR100 (Accuracy, F1)
54AccSNN-SqueezeNet-P
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SNN-SqueezeNet-PAC (k/M)=13490, MAC (k/M)=4230, Params (k/M)=645.3, Energy (mJ)=0.03162026.02 | 54 | 53 | |
| SNN-MnasNetAC (k/M)=3050, MAC (k/M)=12930, Params (k/M)=163.5, Energy (mJ)=0.06222026.02 | 49 | 48 | |
| SNN-SqueezeNetAC (k/M)=20790, MAC (k/M)=4470, Params (k/M)=782.6, Energy (mJ)=0.03932026.02 | 47 | 47 | |
| SNN-MixNetAC (k/M)=862, MAC (k/M)=506.9, Params (k/M)=108.0, Energy (mJ)=0.00232026.02 | 44 | 43 | |
| SNN-XceptionAC (k/M)=1780, MAC (k/M)=96310, Params (k/M)=1025.0, Energy (mJ)=0.44462026.02 | 36 | 34 | |
| SNN-ShuffleNetV2AC (k/M)=163, MAC (k/M)=894.6, Params (k/M)=1000.0, Energy (mJ)=0.00432026.02 | 12 | 10 |