Face Recognition
Facial Recognition is the task of making a positive identification of a face in a photo or video image against a pre-existing database of faces. It begins with detection - distinguishing human faces from other objects in the image - and then works on identification of those detected faces.
The state of the art tables for this task are contained mainly in the consistent parts of the task : the face verification and face identification tasks.
( Image credit: Face Verification )
Papers
Showing 1–10 of 2329 papers
All datasetsLFWCFP-FPCASIA-WebFace+masksCelebA+masksMLFWAgeDB-30Color FERETIJB-BCALFWmebeblurfMFW+ (M-M)MFW+ (U-M)
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PIC - ArcFace | FNMR [%] @ 10-3 FMR | 4.38 | — | Unverified |
| 2 | GhostFaceNetV2-1 (MS1MV3) | Accuracy | 1 | — | Unverified |
| 3 | SymFace + AdaFace + ResNet100 +WebFace (MS1MV2) | Accuracy | 1 | — | Unverified |
| 4 | Prodpoly | Accuracy | 1 | — | Unverified |
| 5 | DiscFace | Accuracy | 1 | — | Unverified |
| 6 | ArcFace + MS1MV2 + R100 | Accuracy | 1 | — | Unverified |
| 7 | AdaFace + WebFace4M + R100 | Accuracy | 1 | — | Unverified |
| 8 | DCQ | Accuracy | 1 | — | Unverified |
| 9 | EdgeFace - S (g=0.5) | Accuracy | 1 | — | Unverified |
| 10 | FaceTransformer+OctupletLoss | Accuracy | 1 | — | Unverified |