Metric: FPS (higher is better)
| # | Model↕ | FPS▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ColonSegNet | 182.38 | No | Real-Time Polyp Detection, Localization and Segm... | 2020-11-15 | Code |
| 2 | RUPNet | 152.6 | No | RUPNet: Residual upsampling network for real-tim... | 2023-01-06 | - |
| 3 | HarDNet-MSEG | 116 | No | HarDNet-MSEG: A Simple Encoder-Decoder Polyp Seg... | 2021-01-18 | Code |
| 4 | DDANet | 69.59 | No | DDANet: Dual Decoder Attention Network for Autom... | 2020-12-30 | Code |
| 5 | ResUNet++ + TTA + CRF | 69.59 | No | A Comprehensive Study on Colorectal Polyp Segmen... | 2021-07-26 | Code |
| 6 | TransNetR | 54.6 | No | TransNetR: Transformer-based Residual Network fo... | 2023-03-13 | Code |
| 7 | TransResU-Net | 48.61 | No | TransResU-Net: Transformer based ResU-Net for Re... | 2022-06-17 | Code |