Open-Attribute Person Recognition on EPAD (Novel In-Dist)
43.48R@1OpenCLIP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OpenCLIPCategory=VLM2025.08 | 43.48 | 78.26 | 43.48 | 39.13 | 14.27 | |
| BLIPCategory=VLM2025.08 | 43.48 | 73.91 | 43.48 | 42.61 | 21.96 | |
| GAP-CLIPCategory=OAPR2025.08 | 43.48 | 73.91 | 43.48 | 40.87 | 13.16 | |
| CLIPCategory=VLM2025.08 | 39.13 | 78.26 | 39.13 | 33.91 | 13.11 | |
| PLOTCategory=TBPR2025.08 | 34.78 | 78.26 | 34.78 | 40.87 | 17.91 | |
| YOLO-WorldCategory=OD2025.08 | 30.43 | 34.78 | 30.43 | 22.61 | 10.28 | |
| IRRACategory=TBPR2025.08 | 26.09 | 65.22 | 26.09 | 37.39 | 22.55 | |
| POARCategory=PAR2025.08 | 21.74 | 60.87 | 21.74 | 26.09 | 11.87 | |
| SigLIPCategory=VLM2025.08 | 4.35 | 26.09 | 4.35 | 6.09 | 8.17 | |
| GroundingDINOCategory=OD2025.08 | 4.35 | 26.09 | 4.35 | 6.96 | 8.51 |