Segmentation on Acidosis Detection Dataset
80.99mIoUFUME
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FUMEParams (M)=1.28, MACs (G)=1.97, Latency (ms)=3.06, FPS=326.802026.01 | 80.99 | 89.23 | 46.58 | 14 | |
| BiSeNetV2Params (M)=2.77, MACs (G)=21.01, Latency (ms)=3.54, FPS=282.492026.01 | 75.91 | 85.85 | 72.13 | 20.89 | |
| GasformerParams (M)=3.65, MACs (G)=5.11, Latency (ms)=5.63, FPS=177.502026.01 | 62.09 | 74.31 | 42.51 | 10.56 | |
| DDRNetSlimParams (M)=3.39, MACs (G)=16.66, Latency (ms)=1.66, FPS=602.412026.01 | 56.97 | 70.55 | 140.5 | 46.13 | |
| CarboFormerParams (M)=3.81, MACs (G)=3.09, Latency (ms)=9.31, FPS=107.402026.01 | 54.95 | 65.04 | 41.14 | 10.37 | |
| ESPNetV2Params (M)=2.22, MACs (G)=18.39, Latency (ms)=2.58, FPS=387.602026.01 | 51.88 | 58 | 92.32 | 26.55 | |
| RTFNetParams (M)=35.01, MACs (G)=50.28, Latency (ms)=3.88, FPS=257.732026.01 | 48.56 | 55.55 | 107.9 | 33.22 | |
| GasTwinFormerParams (M)=3.35, MACs (G)=4.51, Latency (ms)=6.32, FPS=158.202026.01 | 47.8 | 55.77 | 47.77 | 14.18 | |
| DANetParams (M)=1.43, MACs (G)=5.92, Latency (ms)=2.99, FPS=334.452026.01 | 47.23 | 54.49 | 103.85 | 34.65 | |
| ENetParams (M)=0.26, MACs (G)=3.18, Latency (ms)=2.71, FPS=369.002026.01 | 46.67 | 54.13 | 101.16 | 34.24 | |
| MTINetParams (M)=1.80, MACs (G)=3.32, Latency (ms)=3.18, FPS=314.472026.01 | 44.53 | 52.27 | 113.11 | 39.2 | |
| CMXParams (M)=4.41, MACs (G)=13.18, Latency (ms)=1.98, FPS=505.052026.01 | 26.69 | 29.64 | 187.34 | 61.28 |