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Papers Benchmarks Datasets Tasks

Background Subtraction research benchmarks · SOTA2 Research

Background Subtraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CDnet 2014 (full)

99.78F1 (baseline)

16

Feb 26, 2026

0.61Precision

7

Feb 26, 2026

59.67Precision

7

Feb 26, 2026

62.45Precision

7

Feb 26, 2026

63.78Precision

7

Feb 26, 2026

60.78Precision

7

Feb 26, 2026

38.93Precision

7

Feb 26, 2026

64.67Precision

7

Feb 26, 2026

71.75Precision

7

Feb 26, 2026

63.22Precision

7

Feb 26, 2026

CDnet Shadow, Camera Jitter, Dynamic Background, Baseline, Intermittent Object Motion, PTZ 2014

964nbShadowError (busStation)

6

Feb 26, 2026

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BMC Video BMC CDnet

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