Face Clustering on MS1M 5.21M unlabeled (test)
0.37FP RateHAC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HACTraining size=0.5M face images2025.12 | 0.37 | 66.96 | |
| AROTraining size=0.5M face images2025.12 | 6.35 | 10.01 | |
| DBSCANTraining size=0.5M face images2025.12 | 44.94 | 44.74 | |
| K-MeansTraining size=0.5M face images2025.12 | 66.47 | 69.42 | |
| CDPTraining size=0.5M face images2025.12 | 68.06 | 72.92 | |
| L-GCNTraining size=0.5M face images2025.12 | 72.99 | 78.6 | |
| LTCTraining size=0.5M face images2025.12 | 77.87 | 78.86 | |
| GCN(V+E)Training size=0.5M face images2025.12 | 79.3 | 79.25 | |
| ClusformerTraining size=0.5M face images2025.12 | 79.91 | 79.95 | |
| Pair-ClsTraining size=0.5M face images2025.12 | 82.41 | 82.4 | |
| STAR-FCTraining size=0.5M face images2025.12 | 83.46 | 81.47 | |
| FaceTTraining size=0.5M face images2025.12 | 83.86 | 83.86 | |
| Ada-NETSTraining size=0.5M face images2025.12 | 83.99 | 83.28 | |
| Wang et al.Training size=0.5M face images2025.12 | 85.4 | 86.76 | |
| FaceMapTraining size=0.5M face images2025.12 | 86.37 | 86.29 | |
| Chen et al.Training size=0.5M face images2025.12 | 86.94 | 86.06 | |
| LCEPCETraining size=0.5M face images2025.12 | 87.35 | 87.28 | |
| CLIP-ClusterTraining size=0.5M face images2025.12 | 87.99 | 85.85 | |
| FC-ESERTraining size=0.5M face images2025.12 | 89.4 | 88.8 | |
| Diff-ClusterTraining size=0.5M face images2025.12 | 90.08 | 89.14 |