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Generic Images

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image DenoisingGeneric Images noise level 25 (test)
Runtime (CPU)0.45
24
Blind Image DeblurringGeneric images 800 x 800
Average Runtime (s)4.31
6
Blind Image DeblurringGeneric images 600 x 600
Average Runtime (s)3.56
6
Blind Image DeblurringGeneric images 255 x 255
Average Runtime (s)1.11
6
Optical Flow EstimationGeneric 128x418 Images (test)
Avg Runtime (ms)34
2
Pose EstimationGeneric 128x418 Images (test)
Average Runtime (ms)2
2
Depth EstimationGeneric 128x418 Images (test)
Average Runtime (ms)13
2
Motion SegmentationGeneric 128x418 Images (test)
Average Runtime (ms)3
1
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