Changelog

All notable changes to this project will be documented in this file.

Version 0.2.2 (2026-04-28)

Added

• Geometric evaluation metrics

  • geom_at_k() and geom_at_k_ci() for questionwise geometric blends of Pass@k and Unanimous@k.

  • geom_ds_at_k() and geom_ds_at_k_ci() for dataset-level Pass/Unanimous endpoint blends.

  • geo_spectrum_at_k() and geo_spectrum_at_k_ci() for configurable GeoSpectrum metrics with threshold-spectrum weights.

  • geo_spectrum_star_at_k() and geo_spectrum_star_at_k_ci() for the default upper-half GeoSpectrum operating point.

  • threshold_spectrum_at_k() and threshold_spectrum_at_k_ci() for finite-bank threshold-spectrum summaries.

Version 0.1.0 (2025-12-15)

Initial release

Added

• Pass@k metrics

  • Standard pass_at_k() (at least one correct)

  • pass_hat_k() / g_pass_at_k() (all correct)

  • g_pass_at_k_tau() with threshold parameter

  • mg_pass_at_k()