BigEarthNet
Benchmarks
TaskDatasetSOTA resultTrendResults
BigEarthNet (val)
87.81mAP
65
BigEarthNet
63.6Accuracy
41
m-bigearthnet (test)
74µF1 Score
19
BigEarthNet-19
97.98mAP@20
18
BigEarthNet 43
97.62mAP@20
18
m-bigearthnet GeoBench
70.9F1 Score
14
BigEarthNet
88.7MAP
11
BigEarthNet 19 classes
52.3F1 Score
10
GB-BEN
51.89F1 Score
10
BigEarthNet 20k
71.8F1 Score
8
m-bigearthnet GEO-Bench
74.2mAP
8
BigEarthNet (val)
87.98mAP
8
m-bigearthnet
69Accuracy
7
BigEarthNet 10% (train)
87.5mAP
7
BigEarthNet
10.6Excess Risk
6
BigEarthNet Sentinel-2
85.02mAP
6
BigEarthNet v2 (test)
0.24DISTS
6
BigEarthNet 100% (train)
92.9mAP
6
BigEarthNet 100% 1.0 (full set)
89.3mAP
6
BigEarthNet 100%
82.7mAP
6
BigEarthNet MS
75.74Recall
4
BigEarthNet
34.6mAP
4
BigEarthNet v2 (test)
73.4mAP
4
BigEarthNet RGB
68.82Accuracy
4
BigEarthNet 10% new class labels (train)
85.11mAP
4