Issues

• Regression MSE depends on evaluation batch size and distributed world size

  VMarsocci/pangaea-bench#166 · Filter by author mhatipog opened on Oct 17, 2026

• Plans for the upgrade to setup pangaea-bench ?

  VMarsocci/pangaea-bench#162 · Filter by author kshitijrajsharma opened on Apr 21, 2026

• Precision and Recall are calculated in opposite ways?

  VMarsocci/pangaea-bench#160 · Filter by author khyeongkyun opened on Mar 26, 2026

• Missing partition data_list.csv for Biomassters

  VMarsocci/pangaea-bench#158 · Filter by author Sannaraek opened on Jan 7, 2026

• DynamicEarthNet splits and FiveBillionPixels

  VMarsocci/pangaea-bench#157 · Filter by author nicolashoudre opened on Nov 4, 2025

• Geobench Questions

  VMarsocci/pangaea-bench#152 · Filter by author ngoiyaeric opened on Jul 21, 2025

• Adding Panopticon

  VMarsocci/pangaea-bench#146 · Filter by author ando-shah opened on Jun 12, 2025

• Updating Meta in "BandPadding()" in data_preprocessor.py - overwrites all values with 0, instead of only padded ones

  VMarsocci/pangaea-bench#144 · Filter by author AngNB opened on Jun 5, 2025

• Release PANGAEA benchmark datasets and pre-trained models on Hugging Face

  VMarsocci/pangaea-bench#136 · Filter by author NielsRogge opened on May 1, 2025

• reduce zero label, resize and inference

  VMarsocci/pangaea-bench#135 · Filter by author danjac94 opened on Apr 23, 2025

• Log files of all models for all datasets

  VMarsocci/pangaea-bench#126 · Filter by author Varamyr opened on Feb 20, 2025
  1

• Object Detection & Clay

  good first issue
  VMarsocci/pangaea-bench#79 · Filter by author paul-mdt opened on Sep 30, 2024
  1

• Add ResNet based Unet as a comparision baseline for xView2

  VMarsocci/pangaea-bench#60 · Filter by author KerekesDavid opened on Sep 25, 2024
  1

  

• Linter pass before releasing, set up lintig test

  enhancement
  VMarsocci/pangaea-bench#59 · Filter by author KerekesDavid opened on Sep 25, 2024
  

• Replace rasterio with tifffiles everywhere

  VMarsocci/pangaea-bench#57 · Filter by author KerekesDavid opened on Sep 24, 2024
  

• Dataloader killed: system memory utilisation is monotonically increasing during training

  bug
  VMarsocci/pangaea-bench#37 · Filter by author lebellig opened on Sep 14, 2024
  10