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Papers Benchmarks Datasets Tasks

VIRAT dataset and benchmarks · SOTA2 Research

Research Datasets

VIRAT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Video background subtraction

VIRAT 1.0 (verification)

1.68Runtime (s)

20

Trajectory Prediction

VIRAT ActEV (test)

17.96minADE1

14

Single-future Trajectory Prediction

VIRAT ActEV

18.51ADE

14

Streaming graph Approximate Nearest Neighbor Search

VIRAT N=1.00M

1.079Memory Amplification

6

Streaming Graph Approximate Nearest Neighbor Search

VIRAT N=1.00M

1,836Index RSS (MB)

6

Single-future trajectory prediction

VIRAT ActEV (test)

18.51ADE

6

Trajectory Prediction

VIRAT

0.152Min FDE@1

5

Video Compression

VIRAT 308 clips

39.4Mean Savings (%)

2

Surveillance Video Compression

VIRAT

0.36Mean ∆PSNR_fg

1

Video Compression Perceptual Quality Evaluation

VIRAT

—Primary metric

0

Popular tasks

Trajectory Prediction Single-future Trajectory Prediction Streaming Graph Approximate Nearest Neighbor Search Video Compression Video background subtraction

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