PASTIS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | PASTIS-R (30% labels) | mIoU46.42 | 24 | |
| Semantic Segmentation | PASTIS | Macro mIoU41.53 | 24 | |
| Semantic Segmentation | PASTIS (test) | mIoU40.76 | 19 | |
| Temporal Semantic Segmentation | PASTIS R (test) | mIoU40.28 | 16 | |
| Time series pixel classification | PASTIS | Accuracy71.07 | 15 | |
| Pixel-wise classification | PASTIS PANGAEA benchmark | mIoU34 | 12 | |
| Crop Segmentation | PASTIS | mIoU53.4 | 12 | |
| Temporal Crop Segmentation | PASTIS | Threshold 10% Score21.5 | 11 | |
| Semantic Segmentation | PASTIS 11 (test) | Score @ T=10%21.5 | 10 | |
| Semantic Segmentation | PASTIS-R (val) | mIoU51.97 | 10 | |
| Semantic Segmentation | PASTIS official 5-Fold (test) | mIoU67.9 | 7 | |
| Semantic Segmentation | PASTIS GEO-Bench-2 2.0 (test) | mIoU58 | 6 | |
| Panoptic Segmentation | PASTIS | SQ81.5 | 6 | |
| Panoptic Segmentation | PASTIS (test) | Segmentation Quality (SQ)84.6 | 4 | |
| Satellite Image Time Series Segmentation | PASTIS Sentinel-2 (fold 1) | Overall Accuracy (OA)83.4 | 3 |
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