Model Evaluation

Once your dataset contains predictions, FiftyOne’s evaluation API computes standard metrics (mAP, precision/recall, confusion matrices) and — more importantly — lets you drill into the individual successes and failures behind them. Use the Model Evaluation panel to explore and compare evaluation runs in the App, scenario analysis to compare performance across subsets of your data, and mistakenness to separate model errors from label errors.