Active Speaker Detection on Columbia dataset
98.9Weighted F1 (Bell)RealVAD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RealVAD2022.12 | 98.9 | 92 | 94.1 | 89.1 | 92.8 | — | 93.4 | |
| S-VVAD2022.12 | 97.2 | 92.4 | 92.3 | 95.5 | 92.5 | — | 94 | |
| GSCMIAGuidance=Positive (TalkNet)2022.12 | 96.3 | 97.3 | 89.4 | 98.7 | 98.7 | 96.8 | 96.2 | |
| SCMIAGuidance=None2022.12 | 95 | 97 | 91 | 65.3 | 0.1 | 34.6 | 65 | |
| TalkNet2022.12 | 90 | 97.1 | 99.1 | 96.6 | 98.1 | — | 96.2 | |
| Shahid et al.2022.12 | 88.8 | 89.2 | 85.8 | — | 81.4 | 86 | 86.2 | |
| Chung et al.2022.12 | 83.4 | 93.7 | 86.8 | 97.7 | 86.1 | — | 89.5 | |
| Chakravarty et al.2022.12 | 82.9 | — | 65.8 | 73.6 | 86.9 | 81.8 | 78.2 | |
| Afouras et al.2022.12 | 82.4 | 92.6 | 88.7 | 94.4 | 95.9 | — | 90.8 |