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Active Speaker Detection research benchmarks – Page 2 · SOTA2 Research

Active Speaker Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DEMAND Pixelated Face

92PARK

4

Jul 7, 2026

DEMAND Object Occlusion + Noise

76.1Performance (PARK)

4

Jul 7, 2026

86.1mAP

4

Jul 7, 2026

LASER-bench High Noise

LoCoNet + LASER

90mAP

4

Feb 26, 2026

LASER-bench Low Noise

LoCoNet + LASER

96.4mAP

4

Feb 26, 2026

VPCD TBBT (6 episodes)

87.19mAP

4

Feb 26, 2026

VPCD Friends (25 episodes)

87.54mAP (%)

4

Feb 26, 2026

Talkies 1.0 (test)

79.7mAP

4

Feb 26, 2026

Columbia dataset 5

82.7Bell Speaker Score

3

Feb 26, 2026

Page 2 of 2

Popular datasets

AVA-ActiveSpeaker AVA Columbia Talkies WASD

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