Pretty well? Sure. Win a competition? No. If you're not running standard models (where you only have learning rate and regularization to grid over) but you're

Pretty well? Sure. Win a competition? No. If you're not running standard models (where you only have learning rate and regularization to grid over) but you're trying more specialized stuff/developing new models, 4 hyperparameters are not too many.