TAP-Vid
Benchmarks
TaskDatasetSOTA resultTrendResults
TAP-Vid DAVIS (First)
23.5Delta Avg (<c)
76
TAP-Vid Kinetics (First)
22.4Avg Displacement Error (delta_avg)
53
TAP-Vid Kinetics
90.5Overall Accuracy
48
TAP-Vid DAVIS (Strided)
53.1Avg Delta Error
33
TAP-Vid RGB-Stacking (test)
6.8AJ
32
TAP-Vid DAVIS (test)
30AJ
31
TAP-Vid Kinetics (test)
19Average Jitter (AJ)
30
TAP-Vid
77.6DAVIS Score
15
TAP-Vid RGB Stacking
13.5Avg Displacement Error
13
TAP-Vid Kubric (subset of 30 videos)
87.88AJ
12
TAP-Vid DAVIS 480p (test)
66.4Avg Temporal Error
12
TAP-Vid DAVIS-480
66.4Avg Displacement Error (x)
9
TAP-Vid DAVIS 15
4.6MTE
9
TAP-Vid-DAVIS ImageNet-C Corruptions 11
73.1Gaussian Blur Score
7
Tap-Vid DAVIS
35.49PSNR
7
TAP-Vid DAVIS
79J-Measure
6
TAP-Vid RGB-S (val)
60.8AJ
5
TAP-Vid Average (test)
58.2AJ
5
TAP-Vid-Kinetics 9 (test)
31.7Average Jitter (AJ)
5
TAP-Vid RGB-Stacking (First)
59.1AJ
4