Issues

• Modularize run_benchmark.py into reusable benchmark components

  WUR-AI/AgML-CY-Bench#397 · Filter by author abdelghanibelgaid opened on Mar 8, 2026

• Standardize BaseModel API behavior across all model implementations

  WUR-AI/AgML-CY-Bench#396 · Filter by author abdelghanibelgaid opened on Mar 8, 2026

• Add crop_mask.csv to predictors

  data-preparationpredictors
  WUR-AI/AgML-CY-Bench#389 · Filter by author michielkallenberg opened on Oct 6, 2025
  

• Add region_area to location.csv

  data-preparationpredictors
  WUR-AI/AgML-CY-Bench#388 · Filter by author michielkallenberg opened on Oct 6, 2025
  

• Add missing "planted_area" or "harvest_area"

  WUR-AI/AgML-CY-Bench#387 · Filter by author michielkallenberg opened on Oct 2, 2025

• validate yield labels

  WUR-AI/AgML-CY-Bench#386 · Filter by author ellaampy opened on Oct 1, 2025
  

• Replace poetry with uv

  installation
  WUR-AI/AgML-CY-Bench#384 · Filter by author michielkallenberg opened on Sep 23, 2025

• Add additional vegetation indices

  enhancementpredictors
  WUR-AI/AgML-CY-Bench#380 · Filter by author ellaampy opened on May 23, 2025
  

• Replac static crop mask with a dynamic one

  data-preparationenhancement
  WUR-AI/AgML-CY-Bench#379 · Filter by author ellaampy opened on May 23, 2025
  1

  

• Installation fails on M3 architecture

  installation
  WUR-AI/AgML-CY-Bench#378 · Filter by author ThScheeve opened on May 2, 2025
  2

• Add SVR to sklearn models

  baseline-models
  WUR-AI/AgML-CY-Bench#376 · Filter by author ellaampy opened on Mar 28, 2025
  1

  

• Revisit (aggregation of) performance meassure

  evaluation
  WUR-AI/AgML-CY-Bench#373 · Filter by author michielkallenberg opened on Feb 26, 2025
  

• Include data before 2004

  WUR-AI/AgML-CY-Bench#372 · Filter by author michielkallenberg opened on Feb 26, 2025
  2

  

• Adding crop-model outputs

  baseline-modelsenhancement
  WUR-AI/AgML-CY-Bench#370 · Filter by author michielkallenberg opened on Feb 4, 2025

• Add early stopping to BaseNNModel

  model-api
  WUR-AI/AgML-CY-Bench#345 · Filter by author krsnapaudel opened on Sep 18, 2024

• BR shapefiles don't have CRS

  bugdata-preparation
  WUR-AI/AgML-CY-Bench#343 · Filter by author krsnapaudel opened on Sep 17, 2024
  1

  

• crop season alignment does not handle dynamic crop calendars

  enhancement
  WUR-AI/AgML-CY-Bench#334 · Filter by author krsnapaudel opened on Sep 2, 2024
  4

  

• soil moisture data download script

  data-preparation
  WUR-AI/AgML-CY-Bench#328 · Filter by author krsnapaudel opened on Aug 30, 2024
  

• run models in parallel

  WUR-AI/AgML-CY-Bench#326 · Filter by author krsnapaudel opened on Aug 30, 2024
  2

• Improve feature design and selection

  baseline-models
  WUR-AI/AgML-CY-Bench#309 · Filter by author krsnapaudel opened on Aug 21, 2024
  6

  

• consider aggregating categorical predictors directly from rasters

  data-preparation
  WUR-AI/AgML-CY-Bench#306 · Filter by author krsnapaudel opened on Aug 19, 2024

• Ablation study of inputs or features

  WUR-AI/AgML-CY-Bench#303 · Filter by author krsnapaudel opened on Aug 16, 2024
  1

• validate predictor data

  help wanted
  WUR-AI/AgML-CY-Bench#290 · Filter by author krsnapaudel opened on Jul 26, 2024
  2

  

• parallelize hyperparameter optimization

  model-api
  WUR-AI/AgML-CY-Bench#279 · Filter by author krsnapaudel opened on Jul 9, 2024

• alternatives to grid search for hyperparameter optimization

  model-api
  WUR-AI/AgML-CY-Bench#278 · Filter by author krsnapaudel opened on Jul 9, 2024