MoA classification on JUMP-CP Source S8 (test)
99.1AccuracyCellProfiler
Evaluation Results
| Method | Links | |
|---|---|---|
| CellProfilerTraining Source=S82026.04 | 99.1 | |
| no adaptation (InstanceNorm)Training Source=S82026.04 | 98.4 | |
| no adaptation (BatchNorm)Training Source=S82026.04 | 97.4 | |
| CS-ARM-BNTraining Source=S32026.04 | 88.4 | |
| ARM-BNTraining Source=S32026.04 | 87.4 | |
| CA-MAE (FM)Training Source=S82026.04 | 84 | |
| AdaBNTraining Source=S32026.04 | 83.8 | |
| TENTTraining Source=S32026.04 | 81.3 | |
| CORALTraining Source=S32026.04 | 80.4 | |
| no adaptation (InstanceNorm)Training Source=S32026.04 | 79.6 | |
| StyleIDTraining Source=S32026.04 | 77.4 | |
| CA-MAE (FM) + TVNTraining Source=S32026.04 | 68.8 | |
| no adaptation (BatchNorm)Training Source=S32026.04 | 67 | |
| ARM-CMLTraining Source=S32026.04 | 64.5 | |
| DANNTraining Source=S32026.04 | 63.9 | |
| CellProfilerTraining Source=S32026.04 | 43 | |
| CA-MAE (FM)Training Source=S32026.04 | 38.9 |