MoA Classification on JUMP-CP Source S3 (test)
94.9Accuracyno adaptation (InstanceNorm)
Evaluation Results
| Method | Links | |
|---|---|---|
| no adaptation (InstanceNorm)Training Source=S32026.04 | 94.9 | |
| no adaptation (BatchNorm)Training Source=S32026.04 | 93.9 | |
| CellProfilerTraining Source=S32026.04 | 92.3 | |
| ARM-BNTraining Source=S82026.04 | 79.5 | |
| AdaBNTraining Source=S82026.04 | 78.7 | |
| CS-ARM-BNTraining Source=S82026.04 | 77.6 | |
| TENTTraining Source=S82026.04 | 76.8 | |
| CA-MAE (FM)Training Source=S32026.04 | 74.7 | |
| StyleIDTraining Source=S82026.04 | 71.3 | |
| CORALTraining Source=S82026.04 | 69.7 | |
| ARM-CMLTraining Source=S82026.04 | 56.9 | |
| no adaptation (InstanceNorm)Training Source=S82026.04 | 55.2 | |
| CellProfilerTraining Source=S82026.04 | 55 | |
| no adaptation (BatchNorm)Training Source=S82026.04 | 49.8 | |
| CA-MAE (FM) + TVNTraining Source=S82026.04 | 48.8 | |
| CA-MAE (FM)Training Source=S82026.04 | 35.6 | |
| DANNTraining Source=S82026.04 | 32.4 |