Cell Segmentation 벤치마크
Cell Segmentation on EVICAN
mask AP
- 2020-03-27 — EVICAN-MRCNN: mask AP 32.2
- 2021-07-18 — DeepCeNS: mask AP 52.56
| Rank | Model | mask AP | mask AP50 | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | DeepCeNS | 52.56 | 83.40 | DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images | 2021 | |
| 2 | EVICAN-MRCNN | 32.20 | 61.58 | EVICAN-a balanced dataset for algorithm development in cell and nucleus segmentation | 2020 | |
| 3 | DeepCeNS | 52.56 | 83.40 | DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images | 2021 | |
| 4 | EVICAN-MRCNN | 32.20 | 61.58 | EVICAN-a balanced dataset for algorithm development in cell and nucleus segmentation | 2020 |