Image Classification on ImageNet 1k (val) (Accuracy & Efficiency)
74.62Top-1 AccuracyTNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TNet#Locs=5, #Params (M)=21.862021.02 | 74.62 | 91.35 | 10.84 | — | 1.47 | |
| TNet#Locs=3, #Params (M)=21.862021.02 | 74.41 | 91.4 | 7.24 | — | 0.95 | |
| TNet#Locs=2, #Params (M)=21.862021.02 | 74.12 | 91.18 | 5.43 | — | 0.69 | |
| BagNet-77#Params (M)=20.552021.02 | 73.42 | 91.1 | 18.42 | — | 2.62 | |
| TNet#Locs=1, #Params (M)=21.862021.02 | 73.12 | 90.56 | 3.63 | — | 0.57 | |
| Saccader#Locs=30, #Params (M)=35.582021.02 | 72.27 | 89.79 | 19.51 | — | 2.51 | |
| Saccader#Locs=20, #Params (M)=35.582021.02 | 72.02 | 89.51 | 19.51 | — | 2.53 | |
| Saccader#Locs=6, #Params (M)=35.582021.02 | 70.31 | 87.8 | 19.5 | — | 2.52 | |
| Saccader#Locs=2, #Params (M)=35.582021.02 | 67.79 | 85.42 | 19.5 | — | 2.58 | |
| DRAM#Locs=8, #Params (M)=45.612021.02 | 67.5 | 86.6 | 5.58 | — | 0.45 | |
| TNet#Locs=0, #Params (M)=21.862021.02 | 67.29 | 87.38 | 1.82 | — | 0.46 | |
| DRAM#Locs=20, #Params (M)=45.612021.02 | 65.15 | 84.58 | 13.03 | — | 0.46 | |
| DRAM#Locs=4, #Params (M)=45.612021.02 | 64.26 | 84.84 | 3.1 | — | 0.44 | |
| DRAM#Locs=2, #Params (M)=45.612021.02 | 49.72 | 73.27 | 1.86 | — | 0.45 |