PLANTEUR Frozen - Main Test - mIoU - Readout Full Embedding: leaderboard
PLANTEUR Frozen - Main Test - mIoU - Readout Full Embedding: Mean IoU (%). PLANTEUR Ai2 October22 2026 technical report: frozen encoders and released annual embedding products only. Probe heads are fitted evaluation readouts; backbone weights never updated. OlmoEarth v1.3 is one d768 encoder with 64d/128d distilled projections, kept as readout configurations. Supervised scratch and fine-tuned encoder rows, including PASTIS-fine-tuned encoders in Table10, are held. Main test443 windows, eight classes, void excluded, absent LOIO classes score0. Probe learning rate selected on validation among8 candidates, 50epochs. Native sensors/windows/label regimes and mean-IoU vs pixel accuracy remain distinct. Numeric PDF bytes pinned in full; no model inference. Native source condition: Readout Full Embedding.
Metric: Mean IoU (%). Source: allenai.org. Saturation forecast: Rough model projection: around 2026. 7 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Galileo | 34.71 | |
| 2 | Tessera v1 | 33.13 | |
| 3 | Tessera v1.1 | 32.78 | |
| 4 | AnySat | 28.79 | |
| 5 | AlphaEarth Foundations | 27.71 | |
| 6 | Copernicus-FM | 26.46 | |
| 7 | Presto | 16.25 |
Interactive version: theaggregate.ai/benchmark?slug=planteur-frozen-main-test-miou-readout-full-embedding · How It Works · Data refreshed daily, snapshot 2026-11-12.