Let's make a Metric Comparison Matrix

[annahedstroem]

Let's make a Metric Cimparison metric, similar to Captum's: https://captum.ai/docs/algorithms_comparison_matrix)https://captum.ai/docs/algorithms_comparison_matrix.

Tasks:

• [ ] Create a MetricMatrix.md file
• [ ] Start adding things like:
  • Short description e.g., a one-liner describing the metric
  • Score range (tuple) e.g., [-1, 1]
  • Bounded (bool) e.g., y/n
  • Time Complexity
  • Category
  • Task/ Data/ Model - Agnostic?
  • Stochastic vs
  • etc etc ....