Face Verification on BFW (test)
0.8236Accuracy (Asian)CLIP
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CLIPFeature Embedding=IE2025.12 | 0.8236 | 0.8449 | 0.8485 | 0.8631 | 0.845 | 0.0163 | 0.0129 | |
| CLIPFeature Embedding=IE+PTE2025.12 | 0.8222 | 0.8337 | 0.8396 | 0.8625 | 0.8395 | 0.017 | 0.0129 | |
| CLIPFeature Embedding=UTIE2025.12 | 0.822 | 0.8416 | 0.8468 | 0.8589 | 0.8423 | 0.0154 | 0.0126 | |
| OpenCLIPFeature Embedding=UTIE2025.12 | 0.8054 | 0.8523 | 0.8379 | 0.8485 | 0.836 | 0.0213 | 0.0132 | |
| OpenCLIPFeature Embedding=IE2025.12 | 0.8049 | 0.8601 | 0.8397 | 0.8635 | 0.842 | 0.0269 | 0.0143 | |
| OpenCLIPFeature Embedding=IE+PTE2025.12 | 0.8007 | 0.8485 | 0.8263 | 0.8637 | 0.8348 | 0.0274 | 0.0146 | |
| SigLIPFeature Embedding=IE2025.12 | 0.7827 | 0.7952 | 0.8057 | 0.8054 | 0.7973 | 0.0109 | 0.0112 | |
| SigLIPFeature Embedding=UTIE2025.12 | 0.7783 | 0.7891 | 0.7993 | 0.798 | 0.7912 | 0.0097 | 0.011 | |
| SigLIPFeature Embedding=IE+PTE2025.12 | 0.7777 | 0.7917 | 0.7993 | 0.8088 | 0.7944 | 0.0131 | 0.0116 |