Cell type classification (Subclass) on Bugeon
61.01Macro F1NuCLR
Evaluation results
| Method | Links | |
|---|---|---|
| NuCLR# Classes=5, Setting=Transductive2025.12 | 61.01 | |
| NeuPRINT# Classes=5, Setting=Transductive2025.12 | 49.52 | |
| NuCLRSetting=Transductive, # Classes=112025.12 | 40.56 | |
| NuCLR# Classes=5, Setting=Transd. zero-shot2025.12 | 40.14 | |
| NuCLR# Classes=5, Setting=Ind. zero-shot2025.12 | 39.38 | |
| NeuPRINT# Classes=5, Setting=Transd. zero-shot2025.12 | 35.29 | |
| LOLCAT# Classes=5, Setting=Transductive2025.12 | 29 | |
| NeuPRINTSetting=Transductive, # Classes=112025.12 | 27.48 | |
| LOLCAT# Classes=5, Setting=Ind. zero-shot2025.12 | 24.18 | |
| NuCLRSetting=Transductive zero-shot, # Classes=112025.12 | 23.33 | |
| NuCLRSetting=Inductive zero-shot, # Classes=112025.12 | 19.9 | |
| NeuPRINTSetting=Transductive zero-shot, # Classes=112025.12 | 18.25 | |
| LOLCATSetting=Transductive, # Classes=112025.12 | 15.59 | |
| LOLCATSetting=Inductive zero-shot, # Classes=112025.12 | 14.82 |