Image Classification on ImageNet 1K (Top-1 Accuracy and Change)
79.98Top-1 AccuracyGOHSP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GOHSPParams (M)=14.4, FLOPs (G)=3.02026.03 | 79.98 | 0.13 | |
| ViT-SlimParams (M)=15.6, FLOPs (G)=3.12026.03 | 79.9 | 0.05 | |
| GOHSPParams (M)=11.1, FLOPs (G)=2.82026.03 | 79.86 | 0.01 | |
| Dense BaselineParams (M)=22.1, FLOPs (G)=4.62026.03 | 79.85 | — | |
| ViT-SlimParams (M)=13.5, FLOPs (G)=2.82026.03 | 79.5 | -0.35 | |
| S2ViTParams (M)=15.3, FLOPs (G)=3.12026.03 | 79.22 | -0.63 | |
| HiAPParams (M)=15.0, FLOPs (G)=3.12026.03 | 79.1 | -0.75 | |
| WDPruningParams (M)=15.0, FLOPs (G)=3.12026.03 | 78.55 | -1.3 | |
| S2ViTParams (M)=13.5, FLOPs (G)=2.82026.03 | 78.44 | -1.41 | |
| WDPruningParams (M)=13.3, FLOPs (G)=2.62026.03 | 78.38 | -1.47 | |
| HiAPParams (M)=12.3, FLOPs (G)=2.52026.03 | 77.95 | -1.9 |