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Datasets/BigEarthNet

BigEarthNet

Hyperspectral imagesImagesCustom

BigEarthNet consists of 590,326 Sentinel-2 image patches, each of which is a section of i) 120x120 pixels for 10m bands; ii) 60x60 pixels for 20m bands; and iii) 20x20 pixels for 60m bands.

Source: BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding

Benchmarks

Image Classification/mAP (micro)Image Classification/mAP (macro)Image Classification/FScoreImage Classification/official splitMulti-Label Image Classification/mAP (micro)Multi-Label Image Classification/mAP (macro)Multi-Label Image Classification/FScoreMulti-Label Image Classification/official split

Related Benchmarks

BigEarthNet (official test set)/Image Classification/F1 ScoreBigEarthNet (official test set)/Image Classification/mAP (micro)BigEarthNet (official test set)/Multi-Label Image Classification/F1 ScoreBigEarthNet (official test set)/Multi-Label Image Classification/mAP (micro)BigEarthNet-10%/Image Classification/mean average precisionBigEarthNet-10%/Multi-Label Image Classification/mean average precisionBigEarthNet-S1 (official test set)/Image Classification/mAP (micro)BigEarthNet-S1 (official test set)/Multi-Label Image Classification/mAP (micro)

Statistics

Papers
85
Benchmarks
8

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Tasks

Image ClassificationMulti-Label Image ClassificationScene ClassificationSemantic Segmentation