DAVIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DAVIS
28.09PSNR
33
DAVIS 2016
90.6Jaccard Score
32
DAVIS 2016 (test)
86.6mIoU
29
DAVIS 2016 (val)
91.1J Mean
28
DAVIS (val)
61.1Mean J & F Score
28
DAVIS 2017 (val)
90.9mIoU
27
DAVIS
4.54NoC @ 90% IoU
27
DAVIS-10
41.38PSNR
26
DAVIS 2016 (val)
80.7J Mean
25
DAVIS 17
90J Score
25
DAVIS 480p 2017 (train-val)
0.981Mean IoU
23
HQF DAVIS240 1 frame skip (all sequences)
32.49PSNR
23
DAVIS 2017 SAM2.1-B+ (val)
89.7J&F Score
22
DAVIS
32.97PSNR
22
DAVIS From Initial Mask 585
1.8NoC 85
22
HQF DAVIS240 3 frames skips (all sequences)
30.57PSNR
22
DAVIS 6 simulation videos source 2017 (test)
38.3Avg PSNR
21
DAVIS-S high-resolution (test)
93.8Fmax
20
DAVIS 2017 (val)
88.4AUC-J&F
20
DAVIS 17 (test)
85.3J&F Score
19
DAVIS TAP-Vid (val)
64.7AJ
19
DAVIS 2016 (val)
90.5Input J Score
19
DAVIS (val)
0.039MAE
19
DAVIS (val)
19.327PSNR
18
DAVIS (test)
91Sa Score
18