OpenPhenom-S/16 is a channel-agnostic vision transformer (ViT) model trained on RxRx3 and JUMP-CP that can be used on a variable number of imaging channels in any order, enabling it to be applied to various microscopy protocols.
| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | active | pr_auc_mean | 0.26397782126684655 |
| test | active | roc_auc_mean | 0.540328834198363 |
| test | active | pr_auc_median | 0.2 |
| test | active | roc_auc_median | 0.5416666666666667 |
These are custom, user-defined attributes that are not required by the Polaris data model.
| Attribute | Value |
|---|---|
| Patch | 16x16 |
| Parameters | ~22M parameters |
| Embedding Size | 384 |