EXPLICAD: XAI Evaluator for Vision Transformers

Welcome to the EXPLICAD documentation. This toolkit provides a set of metrics to evaluate the quality of explainability heatmaps generated for Vision Transformer (ViT) models.

Contents:

• User Guide
  • Installation and Setup
  • Workflow Overview
  • Plausibility
  • Fidelity
  • Consistency
• API Reference
  • Evaluator Core
  • Plausibility
  • Fidelity Metrics
  • Consistency Metrics
  • XAI Methods

Indices and tables

• Index

• Module Index

• Search Page