Datasets › PASTIS
PASTIS (Panoptic Segmentation of satellite image TImes Series)
PASTIS is a benchmark dataset for panoptic and semantic segmentation of agricultural parcels from satellite image time series. It is composed of 2433 one square kilometer-patches in the French metropolitan territory for which sequences of satellite observations are assembled into a four-dimensional spatio-temporal tensor. The dataset contains both semantic and instance annotations, assigning to each pixel a semantic label and an instance id. There is an official 5 fold split provided in the dataset's metadata.
Image source: https://github.com/VSainteuf/pastis-benchmark
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Panoptic Segmentation | PASTIS | Exchanger+Mask2Former PQ 52.6 | Revisiting the Encoding of Satellite Image Time Series | TotalVariation/Exchanger4SITS | 3 | Compare |
| Semantic Segmentation | PASTIS | Exchanger+Mask2Former Mean IoU (test) 67.9 | Revisiting the Encoding of Satellite Image Time Series | TotalVariation/Exchanger4SITS | 3 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 18. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Revisiting the Encoding of Satellite Image Time Series | 1 | 4 | 3 May 2023 | not harvested |
| Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks | 1 | 2 | 16 Jul 2021 | ran 10 of 11 samples (1 unverified) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PASTIS
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections