Active Speaker Detection on AVA-ActiveSpeaker v1.0 (val)
95.5mAPTalkNCE
Evaluation Results
| Method | Links | |
|---|---|---|
| TalkNCEMultiple candidates=true, E2E=true2023.09 | 95.5 | |
| LoCoNetMultiple candidates=true, E2E=true2023.09 | 95.2 | |
| UNICON+ensembling and/or test-time augmentation=true, Pre-training=false2022.06 | 94.7 | |
| UNICON+per-scene inference=true, information exchange=false, Pre-training=false2022.06 | 94.5 | |
| SPELLMultiple candidates=true, E2E=false2023.09 | 94.2 | |
| EESEE-50Organization=IVUL-KAUST, Pre-training=true2022.06 | 94.1 | |
| EASEE-50Multiple candidates=true, E2E=true2023.09 | 94.1 | |
| Light-ASDMultiple candidates=false, E2E=true2023.09 | 94.1 | |
| TS-TalkNetMultiple candidates=false, E2E=false2023.09 | 93.9 | |
| Extended UniConOrganization=ICTCAS-UCAS-TAL, ensembling and/or test-time augmentation=true, Pre-training=false2022.06 | 93.8 | |
| Extended UniConPre-training=false2022.06 | 93.6 | |
| ASDNetOrganization=Technical University of Munich, Pre-training=true2022.06 | 93.5 | |
| ASDNetMultiple candidates=true, E2E=true2023.09 | 93.5 | |
| ASD-TransformerPre-training=false2022.06 | 93 | |
| TalkNetOrganization=National University of Singapore, Pre-training=false2022.06 | 92.3 | |
| TalkNetMultiple candidates=true, E2E=true2023.09 | 92.3 | |
| UniConPre-training=false2022.06 | 92 | |
| Uncertainty FusionPre-training=false2022.06 | 91.9 | |
| EESEE-2DPre-training=true2022.06 | 91.1 | |
| SPELLPre-training=true2022.06 | 90.6 | |
| MAAS-TANPre-training=true2022.06 | 88.8 | |
| MAASMultiple candidates=false, E2E=false2023.09 | 88.8 | |
| VGG-{LSTM,TempConv}Organization=Naver Corporation, Pre-training=true2022.06 | 87.8 | |
| ASCOrganization=Universidad de los Andes, Pre-training=true2022.06 | 87.1 | |
| ASCMultiple candidates=true, E2E=false2023.09 | 87.1 | |
| Multi-TaskOrganization=UCAS, Pre-training=true2022.06 | 84 | |
| AV-GRUOrganization=Google baseline, Pre-training=false2022.06 | 82.2 |