Image Classification on ImageNet 1k (val) (Accuracy & Efficiency Reduction)
71.8Accuracybaseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| baselinegoal=-, backbone=MobileNet V22022.07 | 71.8 | 0 | 0 | |
| SInGEgoal=30%, backbone=MobileNet V22022.07 | 71.67 | 30.96 | 31.54 | |
| ManiDP-Agoal=30%, backbone=MobileNet V22022.07 | 71.6 | — | 37.2 | |
| CBSgoal=30%, backbone=MobileNet V22022.07 | 71.48 | 30 | — | |
| Adapt-DCPgoal=30%, backbone=MobileNet V22022.07 | 71.4 | 35.01 | 30.67 | |
| SInGEgoal=40%, backbone=MobileNet V22022.07 | 70.47 | 40.9 | 42.3 | |
| SInGEgoal=50%, backbone=MobileNet V22022.07 | 70.01 | 50.13 | 48.9 | |
| Accsgoal=50%, backbone=MobileNet V22022.07 | 69.76 | 50 | — | |
| MDPgoal=40%, backbone=MobileNet V22022.07 | 69.58 | 43.15 | — | |
| CBSgoal=40%, backbone=MobileNet V22022.07 | 69.37 | 40 | — | |
| CBSgoal=50%, backbone=MobileNet V22022.07 | 62.96 | 50 | — |