Text-based Person Anomaly Retrieval on PAB
89.23R@1Proposed Method (LHP+UIT+IE)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proposed Method (LHP+UIT+IE)Training Images=1M2025.11 | 89.23 | 99.7 | 99.85 | |
| Proposed Method (LHP)Training Images=0.1M2025.11 | 85.39 | 99.49 | 99.95 | |
| CMPTraining Images=1M2025.11 | 79.53 | 97.93 | 98.84 | |
| CMPTraining Images=0.1M2025.11 | 72.8 | 96.01 | 97.47 | |
| IHNMTraining Images=0.1M2025.11 | 72.25 | 95.91 | 98.03 | |
| PETraining Images=0.1M2025.11 | 71.79 | 95.4 | 97.83 | |
| APTMTraining Images=0.1M, Evaluation Protocol=tuned2025.11 | 69.92 | 95.6 | 97.32 | |
| APTMTraining Images=0.1M, Evaluation Protocol=zero-shot2025.11 | 9.4 | 22.14 | 30.18 |