Nuclei Detection and Classification on CoNSeP
62.3F1 (Inflammatory)Prompt-based Grouping Transformer (PGT)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Prompt-based Grouping Transformer (PGT)2023.10 | 62.3 | 63.9 | 57.7 | 61.3 | 73.8 | |
| TOODYear=20212023.10 | 62.2 | 61.6 | 38.2 | 54 | 60.8 | |
| ConvNeXtYear=20222023.10 | 61.8 | 62.5 | 54.2 | 59.5 | 71.5 | |
| MCSpatNetYear=20212023.10 | 58.3 | 60.8 | 52.7 | 57.3 | 72.2 | |
| SONNETYear=20222023.10 | 56.3 | 50.2 | 36.6 | 47.7 | 59 | |
| DAB-DETRYear=20222023.10 | 53.1 | 44 | 44.3 | 47.1 | 61.9 | |
| DDODYear=20212023.10 | 51.6 | 43.6 | 42.9 | 49.4 | 55.4 | |
| HovernetYear=20192023.10 | 51.4 | 60.4 | 39.1 | 50.3 | 62.1 |