So2Sat
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
m-so2sat GEO-Bench
65.7Overall Accuracy
22
m-so2sat (test)
69.8Mean Accuracy
17
So2Sat Full channels (test)
67.57Accuracy
17
So2Sat
67.1Accuracy
14
So2Sat city-split (test)
63.36Accuracy
12
So2Sat Partial channels (test)
47.76Accuracy
9
So2Sat20k
59.8Accuracy
8
So2Sat (Partial)
53.11Accuracy
8
So2Sat LCZ42 (test)
79F1 Score
8
So2Sat block
73.46Accuracy
8
So2Sat rand
94.97Accuracy
8
So2Sat LCZ42 17-class
0.682MCC
6
So2Sat LCZ42 8-class
75MCC
4
So2Sat-LCZ42 MS
60.72Accuracy
2
So2Sat (val)
63.25Top-1 Acc
1