Model: IGNF/FLAIR-HUB_LC-B_RGB_swinbase-upernet
Author: IGNF
Pipeline: image-segmentation
Library: pytorch
Tags: pytorch, semantic segmentation, landcover, image-segmentation, arxiv:2506.07080, license:etalab-2.0, model-index, region:us
Card metadata: license: etalab-2.0
pipeline_tag: image-segmentation
tags: semantic segmentation, pytorch, landcover
library_name: pytorch
model-index: name: FLAIR-HUB_LC-B_RGB_swinbase-upernet
results: task: type: semantic-segmentation
dataset: name: IGNF/FLAIR-HUB/
type: earth-observation-dataset
metrics: name: mIoU
type: mIoU
value: 64.491
verified: no, name: Overall Accuracy
type: OA
value: 77.437
verified: no, name: IoU building
type: IoU
value: 85.126
verified: no, name: IoU greenhouse
type: IoU
value: 78
verified: no, name: IoU swimming pool
type: IoU
value: 61.59
verified: no, name: IoU impervious surface
type: IoU
value: 76.064
verified: no, name: IoU pervious surface
type: IoU
value: 58.228
verified: no, name: IoU bare soil
type: IoU
value: 65.714
verified: no, name: IoU water
type: IoU
value: 90.421
verified: no, name: IoU snow
type: IoU
value: 63.742
verified: no, name: IoU herbaceous vegetation
type: IoU
value: 53.162
verified: no, name: IoU agricultural land
type: IoU
value: 58.385
verified: no, name: IoU plowed land
type: IoU
value: 38.039
verified: no, name: IoU vineyard
type: IoU
value: 78.754
verified: no, name: IoU deciduous
type: IoU
value: 70.644
verified: no, name: IoU coniferous
type: IoU
value: 60.549
verified: no, name: IoU brushwood
type: IoU
value: 30.993
verified: no
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Created: 2025-12-11 18:20:23