Pointwise Metrics Mislead: An Evaluation Protocol for Multimodal Inverse Problems

Mads H. Baattrup, Jörn Bach, Laurids Jeppe +4

Evaluation in scientific reconstruction is dominated by pointwise metrics - RMSE, MAE, per-event resolution - under the implicit assumption that lower error means better reconstruc…