Classification on Acidosis Detection Dataset
99.04AccuracyBiSeNetV2
Evaluation results
| Method | Links | |
|---|---|---|
| BiSeNetV2Params (M)=2.77, MACs (G)=21.01, Latency (ms)=3.54, FPS=282.492026.01 | 99.04 | |
| FUMEParams (M)=1.28, MACs (G)=1.97, Latency (ms)=3.06, FPS=326.802026.01 | 98.82 | |
| ENetParams (M)=0.26, MACs (G)=3.18, Latency (ms)=2.71, FPS=369.002026.01 | 97.86 | |
| DDRNetSlimParams (M)=3.39, MACs (G)=16.66, Latency (ms)=1.66, FPS=602.412026.01 | 94.98 | |
| ESPNetV2Params (M)=2.22, MACs (G)=18.39, Latency (ms)=2.58, FPS=387.602026.01 | 90.81 | |
| GasformerParams (M)=3.65, MACs (G)=5.11, Latency (ms)=5.63, FPS=177.502026.01 | 89.56 | |
| CarboFormerParams (M)=3.81, MACs (G)=3.09, Latency (ms)=9.31, FPS=107.402026.01 | 87.92 | |
| GasTwinFormerParams (M)=3.35, MACs (G)=4.51, Latency (ms)=6.32, FPS=158.202026.01 | 86.27 | |
| DANetParams (M)=1.43, MACs (G)=5.92, Latency (ms)=2.99, FPS=334.452026.01 | 48.5 | |
| RTFNetParams (M)=35.01, MACs (G)=50.28, Latency (ms)=3.88, FPS=257.732026.01 | 46.47 | |
| MTINetParams (M)=1.80, MACs (G)=3.32, Latency (ms)=3.18, FPS=314.472026.01 | 46.37 | |
| CMXParams (M)=4.41, MACs (G)=13.18, Latency (ms)=1.98, FPS=505.052026.01 | 33.65 |