Image Classification on FlameVision
2.39Total Params (M)MobileNetV2
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MobileNetV22026.06 | 2.39 | 2.15 | 9.35 | 0.33 | 236.79 | 88.16 | |
| EfficientNetB02026.06 | 4.01 | 4.01 | 15.59 | 0.41 | 133.58 | 31.55 | |
| MobileViT-S (HumP-KD)Framework=HumP-KD2026.06 | 4.94 | 4.94 | 19.01 | 1.42 | 134.57 | 37.72 | |
| EfficientNetB32026.06 | 10.7 | 10.69 | 41.35 | 1.02 | 80.3 | 31.55 | |
| Xception2026.06 | 21.07 | 21.07 | 80.67 | 4.6 | 21.07 | 24.16 | |
| Swin-Tiny2026.06 | 27.91 | 27.91 | 106.56 | 4.37 | 115.82 | 28.19 | |
| Xception + ResNet502026.06 | 44.32 | 0.01 | 169.69 | 8.73 | 115.01 | 19.21 | |
| Swin-Small2026.06 | 49.23 | 49.23 | 187.93 | 8.54 | 56.82 | 15.56 | |
| ViT-Base2026.06 | 86.19 | 86.19 | 328.87 | 16.85 | 214.23 | 15.59 | |
| DeiT-III2026.06 | 86.21 | 86.21 | 328.94 | 16.85 | 196.05 | 15.68 |