AGRI-Fidelity: Evaluating the Reliability of Listenable Explanations for Poultry Disease Detection

Sindhuja Madabushi, Arda Dogan, Jonathan Liu +5

Existing XAI metrics measure faithfulness for a single model, ignoring model multiplicity where near-optimal classifiers rely on different or spurious acoustic cues. In noisy farm…