Few-shot Image Classification on ImageNet 5-shot
78.21Accuracy (5-shot)V-MoE-H/14
Evaluation results
| Method | Links | |
|---|---|---|
| V-MoE-H/14Experts=Every-2, Routing=Vanilla, Time [%]=164.89, FLOPS [%]=135.592021.06 | 78.21 | |
| V-MoE-H/14Experts=Last-5, Routing=Vanilla, Time [%]=120.22, FLOPS [%]=111.122021.06 | 78.08 | |
| V-MoE-L/16Experts=Every-2, Routing=Vanilla, Time [%]=57.40, FLOPS [%]=49.952021.06 | 77.1 | |
| ViT-H/14Experts=null, Routing=null, Time [%]=100.00, FLOPS [%]=100.002021.06 | 76.95 | |
| V-MoE-L/16Experts=Last-2, Routing=Vanilla, Time [%]=32.56, FLOPS [%]=39.022021.06 | 76.53 | |
| ViT-L/16Experts=null, Routing=null, Time [%]=27.58, FLOPS [%]=36.832021.06 | 74.36 |