Semantic Segmentation on Waterhemp (test)
94.31mIoURepViT-M0.9
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RepViT-M0.9FPS=82.23, GFLOPs=25.404, Params (M)=8.9542026.01 | 94.31 | 97.01 | |
| SegFormer-B0FPS=115.27, GFLOPs=7.885, Params (M)=3.7822026.01 | 94.1 | 96.9 | |
| iFormer-TFPS=99.05, GFLOPs=24.267, Params (M)=6.8042026.01 | 94.05 | 96.87 | |
| FastViT-T8FPS=189.71, GFLOPs=23.806, Params (M)=7.3822026.01 | 93.33 | 96.47 | |
| DDRNetFPS=151.58, GFLOPs=4.56, Params (M)=5.7662026.01 | 92.81 | 96.18 | |
| BiSeNet V2FPS=159.61, GFLOPs=12.286, Params (M)=14.822026.01 | 92.3 | 95.89 | |
| MobileNetV3FPS=121.55, GFLOPs=8.692, Params (M)=3.5292026.01 | 92.28 | 95.88 | |
| BiSeNetFPS=233.45, GFLOPs=14.821, Params (M)=13.4552026.01 | 92.27 | 95.87 | |
| WeedRepFormerFPS=108.95, GFLOPs=3.801, Params (M)=3.5922026.01 | 92.18 | 95.82 | |
| ICNetFPS=134.73, GFLOPs=15.426, Params (M)=47.8592026.01 | 91.58 | 95.48 | |
| MobileNetV2FPS=179.47, GFLOPs=39.261, Params (M)=9.7932026.01 | 91.5 | 95.43 | |
| Fast-SCNNFPS=225.7, GFLOPs=0.927, Params (M)=1.4882026.01 | 88.27 | 93.51 | |
| MobileOne-S0FPS=296.97, GFLOPs=8.213, Params (M)=28.9152026.01 | 73.02 | 82.76 |