Person Identification on MEVID (test)
55.7Rank-1 AccuracyQME
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| QMEModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 55.7 | 28.2 | 32.9 | 64.6 | |
| FusionAgent (CoT)Model Combination=Face (AdaFace), Body (CAL), Body (AGRL), Modality Fusion=Chain of Thought2026.03 | 54.7 | 28.7 | 34.9 | 58.6 | |
| Z-scoreModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 54.1 | 27.4 | 30.7 | 66.5 | |
| Weighted-sumModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 54.1 | 27.3 | 30.3 | 66.3 | |
| FarSightModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 53.8 | 25.4 | 26.6 | 69.8 | |
| BSSFModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 53.5 | 27.4 | 30.5 | 65.9 | |
| Min-maxModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 52.8 | 24.7 | 25 | 71.3 | |
| CALModality=Body2026.03 | 52.5 | 27.1 | 34.7 | 67.8 | |
| Asym-AO1Model Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 52.5 | 22.9 | 23.6 | 71.7 | |
| FusionAgent (DA)Model Combination=Face (AdaFace), Body (CAL), Body (AGRL), Modality Fusion=Decision Alignment2026.03 | 52.5 | 28.7 | 34.8 | 60.8 | |
| AGRLModality=Body2026.03 | 51.9 | 25.5 | 30.7 | 69.4 | |
| Min-FusionModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 46.8 | 21.2 | 28 | 70.4 | |
| Max-FusionModel Combination=Face (AdaFace), Body (CAL), Body (AGRL)2026.03 | 33.2 | 14.9 | 8.3 | 97.4 | |
| AdaFace*Modality=Face, Zero-shot=true2026.03 | 25 | 8.1 | 5.4 | 98.8 |