DAVIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Davis (auditing set)
0.521RS (Pearson Correlation)
3
DAVIS Middle-4 Frames
23.66PSNR
3
DAVIS (test)
91Temporal Consistency
3
DAVIS (test)
74.07ObjMC
3
DAVIS 2016
1.59Avg Rank
3
DAVIS 480p 864 x 480
33.81PSNR
3
DAVIS Object Mask
27.39PSNR
3
DAVIS Stationary Mask
37.14PSNR
3
DAVIS Curve Mask
35.77PSNR
3
DAVIS
83.26MS-SSIM (t+1)
3
DAVIS clipped Gaussian noise (test)
39.96PSNR (σ=10)
3
DAVIS '16
0.82Jaccard Mean
3
DAVIS 2017 (test-challenge)
56.4Mean J&F Score
3
DAVIS 30 videos
1.74Average Ranking
3
DAVIS (test)
28.15PSNR
3
DAVIS
0.29MAE (µm)
3
DAVIS 2017
155.1Min MSE
2
DAVIS346 Checkerboard
471.95Focal Length (fx)
2
DAVIS 2017 (val)
25.4F-measure
2
DAVIS
29.1PSNR (Swan)
2
DAVIS 2016 (val)
0.342CLIPSIM
2
DAVIS (test)
445FVD
2
DAVIS (test)
34.03PSNR (sigma=15)
2
DAVIS 2016 (val)
37.9SPV
2
DAVIS 2017 (25 sequences)
28.37PSNR
2