Image Classification on Waterhemp (test)
81.91mAccWeedRepFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WeedRepFormerFPS=108.95, GFLOPs=3.801, Params (M)=3.5922026.01 | 81.91 | 81.9 | |
| iFormer-TFPS=99.05, GFLOPs=24.267, Params (M)=6.8042026.01 | 77.51 | 77.08 | |
| SegFormer-B0FPS=115.27, GFLOPs=7.885, Params (M)=3.7822026.01 | 74.72 | 75.34 | |
| MobileNetV2FPS=179.47, GFLOPs=39.261, Params (M)=9.7932026.01 | 70.88 | 69.34 | |
| RepViT-M0.9FPS=82.23, GFLOPs=25.404, Params (M)=8.9542026.01 | 69.2 | 68.86 | |
| MobileNetV3FPS=121.55, GFLOPs=8.692, Params (M)=3.5292026.01 | 68.99 | 67.92 | |
| BiSeNetFPS=233.45, GFLOPs=14.821, Params (M)=13.4552026.01 | 67.25 | 66.87 | |
| MobileOne-S0FPS=296.97, GFLOPs=8.213, Params (M)=28.9152026.01 | 60.61 | 59.23 | |
| Fast-SCNNFPS=225.7, GFLOPs=0.927, Params (M)=1.4882026.01 | 59.57 | 59.41 | |
| BiSeNet V2FPS=159.61, GFLOPs=12.286, Params (M)=14.822026.01 | 58.17 | 57.96 | |
| ICNetFPS=134.73, GFLOPs=15.426, Params (M)=47.8592026.01 | 56.08 | 56.02 | |
| FastViT-T8FPS=189.71, GFLOPs=23.806, Params (M)=7.3822026.01 | 55.24 | 54.41 | |
| DDRNetFPS=151.58, GFLOPs=4.56, Params (M)=5.7662026.01 | 45.74 | 44.94 |