Second
Benchmarks
TaskDatasetSOTA resultTrendResults
SECOND
74.33mIoU
58
SECOND (test)
48.2F1 Score
20
SECOND
67.65IoU
16
SECOND trained on BANDON
68.1F1 Score
14
SECOND binary
69.5F1 Score
14
Delta-SECOND
32.74H-CQS METEOR
13
Delta-SECOND
64.18H-CIC Single Accuracy
13
SECOND (test)
2.97Params (M)
13
SECOND Building 1.0 (test)
79.9Precision
12
Second (test)
4.38CSIG
11
SECOND 16x (test)
0.343LPIPS
8
SECOND 8x (test)
0.264LPIPS
8
SECOND full x16 (test)
0.291LPIPS
7
SECOND full x8 (test)
0.217LPIPS
7
SECOND
76.19mIoU
6
SECOND (test)
48.91Building IoU
5
SECOND (test)
45.2Building IoU
5
SECOND (test)
79.9Precision
5