Nuclei Detection and Classification on Lizard
30.1F1 (Neuron)Prompt-based Grouping Transformer (PGT)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Prompt-based Grouping Transformer (PGT)2023.10 | 30.1 | 76.2 | 66.4 | 40.3 | 45.7 | 64.4 | 53.8 | 77.9 | |
| HovernetYear=20192023.10 | 21 | 66.5 | 47.2 | 37.6 | 36.7 | 49.2 | 43 | 72.9 | |
| ConvNeXtYear=20222023.10 | 20.5 | 71.4 | 61.1 | 33.3 | 40.3 | 57.8 | 47.4 | 76.4 | |
| DAB-DETRYear=20222023.10 | 14.2 | 65.3 | 54.4 | 35.6 | 29.5 | 55.9 | 42.5 | 65.6 | |
| MCSpatNetYear=20212023.10 | 10.5 | 60.1 | 45.7 | 22.8 | 22 | 48.4 | 34.9 | 71.3 | |
| SONNETYear=20222023.10 | 9 | 59.9 | 53.8 | 37 | 36.5 | 14.3 | 35.1 | 68.2 | |
| TOODYear=20212023.10 | 2.9 | 61.5 | 40.4 | 15.2 | 15.7 | 38.3 | 29 | 60.6 | |
| DDODYear=20212023.10 | 2.5 | 58.4 | 34.2 | 13 | 12.4 | 34.7 | 25.9 | 56.1 |