I feel this list should be exhaustive, though possibly not on the level of estimators. I think this serves to amplify that all estimators support multi-class.
You can use
```python
 from sklearn.utils.testing import all_estimators
all_estimators(type_filter='classifier')
```
to get a list of all classifiers.