Person Retrieval on BBC Rewind (test)
96.6Precision@1Oracle
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OracleGround Truth=Presence-type labels, Modality=Multimodal2026.06 | 96.6 | 91.8 | 89.3 | 85.2 | |
| Adaptive (query-adaptive framework)Features=+Cross, Strategy=Adaptive Fusion2026.06 | 94.2 | 90.4 | 88 | 84.1 | |
| Adaptive (query-adaptive framework)Features=+Cross+μ+σ, Strategy=Adaptive Fusion2026.06 | 94.2 | 90.6 | 88.2 | 84.2 | |
| FaceModality=Unimodal (Visual)2026.06 | 93.4 | 88.6 | 86.3 | 81.6 | |
| Adaptive (query-adaptive framework)Features=Base, Strategy=Adaptive Fusion2026.06 | 92.1 | 88.8 | 86.8 | 82.8 | |
| Fixed Fusionlambda=0.5, Modality=Multimodal2026.06 | 90 | 88.6 | 87 | 83.3 | |
| SpeakerModality=Unimodal (Audio)2026.06 | 82.9 | 80.7 | 78.3 | 74.3 |