DSEC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DSEC-3DOD
37.73mAP (ALL)
11
DSEC-large
28.995PSNR
10
DSEC Part
18.3AP
10
DSEC 11 (test)
0.72EPE
10
DSEC Fast-motion real (test)
0.58EPE
9
DSEC Slow-motion real (test)
0.47EPE
9
DSEC
50.2mAP
8
DSEC large
4.591EPE
8
DSEC Night 18
24.751PE
8
DSEC-Xtrm degraded extreme
59.45mACC
8
DSEC Semantic (non-extreme)
78.61mACC
8
DSEC
0.068IG-NLL
6
DSEC
0.056Same-ts
6
DSEC-Degraded Entire Image
1.516EGE
6
DSEC-Degraded Extreme Illumination Region
0.233AbsRel
6
DSEC-Degraded Normal Illumination Region
0.402AbsRel
6
DSEC-Degraded Entire Image (test)
1.516EGE
6
DSEC-Degraded Extreme Illumination Region (test)
0.233AbsRel
6
DSEC-Degraded Normal Illumination Region (test)
0.402AbsRel
6
DSEC Detection
40.2mAP
5
DSEC
10.816RMSE
5
DSEC (Night)
41.86mIoU (DSEC Night)
5
Hard-DSEC-DET
21.5mAP50:95
5
DSEC (Night)
0.09EPE
5
DSEC (Day)
0.084EPE
5