DAVIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DAVIS 2016 42
81J Mean
18
DAVIS 17 (test-dev)
88.9J&F Score
17
DAVIS 16
0.015MAE
17
DAVIS RVOS 2017 (val)
65J&F Score
16
DAVIS
75IoU
16
DAVIS (test)
0.219MSE
16
DAVIS 256x256
31.57PSNR
15
DAVIS
86.28mIoU
15
Davis IDOT
0.797C-index
14
Davis IDIT
0.845C-index
14
DAVIS (first 33 frames)
48.42Background MSE
14
DAVIS (test)
0.98Motion Smoothness
14
DAVIS object mask (test)
35.9PSNR
14
DAVIS square mask (test)
33.72PSNR
14
DAVIS 480P 2017 (test)
28.543PSNR
14
DAVIS Interactive 16
91JF Score
14
DAVIS 2017
57.7J Mean
14
Ref-DAVIS 2017 (test val)
74.2J&F Score
14
Ref-DAVIS
76J&F Score
13
DAVIS 17 (test-dev)
79.6Jaccard Index (J)
13
DAVIS 2017
-29.8BD-Rate (J&F)
12
DAVIS M 17
90.7Jaccard Index (J)
12
DAVIS
0.6Kendall's tau
12
DAVIS-S
71.1J & F-Mean
12
DAVIS
40.25PSNR (sigma=10)
12