Polyp Segmentation on Colonoscopy Datasets Average
83.88Avg DiceUNet-Base
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UNet-BaseHardware=24-Core CPU2026.02 | 83.88 | 9.2 | 109 | |
| UNet-BaseHardware=Single-Core CPU2026.02 | 83.88 | 1.6 | 618.3 | |
| UltraSeg-130KHardware=24-Core CPU2026.02 | 79.26 | 128.8 | 8 | |
| UltraSeg-130KHardware=Single-Core CPU2026.02 | 79.26 | 90.3 | 11.1 | |
| UltraSeg-108KHardware=24-Core CPU2026.02 | 78.38 | 128.1 | 8 | |
| UltraSeg-108KHardware=Single-Core CPU2026.02 | 78.38 | 92.1 | 11.4 | |
| UNet-MediumHardware=24-Core CPU2026.02 | 78.22 | 47.1 | 21.2 | |
| UNet-MediumHardware=Single-Core CPU2026.02 | 78.22 | 13.8 | 72.5 | |
| UNet-LightHardware=24-Core CPU2026.02 | 77.34 | 73.6 | 13.6 | |
| UNet-LightHardware=Single-Core CPU2026.02 | 77.34 | 24.6 | 40.6 | |
| LB-UNetHardware=24-Core CPU2026.02 | 74.66 | 73.1 | 13 | |
| LB-UNetHardware=Single-Core CPU2026.02 | 74.66 | 109.7 | 9.1 | |
| UNet-SmallHardware=24-Core CPU2026.02 | 74.4 | 88.3 | 11.3 | |
| UNet-SmallHardware=Single-Core CPU2026.02 | 74.4 | 41.6 | 24.1 | |
| FastSCNNHardware=24-Core CPU2026.02 | 69.86 | 168.9 | 5.9 | |
| FastSCNNHardware=Single-Core CPU2026.02 | 69.86 | 40 | 25 | |
| UNet-TinyHardware=24-Core CPU2026.02 | 65.83 | 126.4 | 7.9 | |
| UNet-TinyHardware=Single-Core CPU2026.02 | 65.83 | 95.6 | 10.5 | |
| EGE-UNetHardware=24-Core CPU2026.02 | 64.02 | 137.6 | 7.3 | |
| EGE-UNetHardware=Single-Core CPU2026.02 | 64.02 | 84.1 | 11.9 | |
| MobileUNetHardware=24-Core CPU2026.02 | 51.47 | 720.8 | 1.4 | |
| MobileUNetHardware=Single-Core CPU2026.02 | 51.47 | 385.3 | 2.6 |