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ResearchFormerly WizWand

Active Speaker Detection on AVA-ActiveSpeaker v1.0 (val)

95.5mAPTalkNCE
81.66885.25988.8592.441Jun 22, 2022Sep 6, 2022Nov 21, 2022Feb 5, 2023Apr 22, 2023Jul 7, 2023Sep 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TalkNCEMultiple candidates=true, E2E=true2023.0995.5
LoCoNetMultiple candidates=true, E2E=true2023.0995.2
UNICON+ensembling and/or test-time augmentation=true, Pre-training=false2022.0694.7
UNICON+per-scene inference=true, information exchange=false, Pre-training=false2022.0694.5
SPELLMultiple candidates=true, E2E=false2023.0994.2
EESEE-50Organization=IVUL-KAUST, Pre-training=true2022.0694.1
EASEE-50Multiple candidates=true, E2E=true2023.0994.1
Light-ASDMultiple candidates=false, E2E=true2023.0994.1
TS-TalkNetMultiple candidates=false, E2E=false2023.0993.9
Extended UniConOrganization=ICTCAS-UCAS-TAL, ensembling and/or test-time augmentation=true, Pre-training=false2022.0693.8
Extended UniConPre-training=false2022.0693.6
ASDNetOrganization=Technical University of Munich, Pre-training=true2022.0693.5
ASDNetMultiple candidates=true, E2E=true2023.0993.5
ASD-TransformerPre-training=false2022.0693
TalkNetOrganization=National University of Singapore, Pre-training=false2022.0692.3
TalkNetMultiple candidates=true, E2E=true2023.0992.3
UniConPre-training=false2022.0692
Uncertainty FusionPre-training=false2022.0691.9
EESEE-2DPre-training=true2022.0691.1
SPELLPre-training=true2022.0690.6
MAAS-TANPre-training=true2022.0688.8
MAASMultiple candidates=false, E2E=false2023.0988.8
VGG-{LSTM,TempConv}Organization=Naver Corporation, Pre-training=true2022.0687.8
ASCOrganization=Universidad de los Andes, Pre-training=true2022.0687.1
ASCMultiple candidates=true, E2E=false2023.0987.1
Multi-TaskOrganization=UCAS, Pre-training=true2022.0684
AV-GRUOrganization=Google baseline, Pre-training=false2022.0682.2