LFW
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Face Verification | LFW | Mean Accuracy99.85 | 339 | |
| Face Verification | LFW (test) | Verification Accuracy99.87 | 160 | |
| Face Verification | CA-LFW | Accuracy95.71 | 64 | |
| Face Identification | LFW (test) | Rank-1 PSR86.6 | 60 | |
| Blind Face Restoration | LFW (test) | FID40.97 | 52 | |
| Face Recognition | LFW | Accuracy99.85 | 47 | |
| Face Recognition Confidence Calibration | LFW | ECE0.07 | 22 | |
| Face Template Inversion Attack | LFW | Type-I TAR99.37 | 20 | |
| Face Recognition | LFW (test) | Rank-1 PSR39 | 20 | |
| Face Verification | CP-LFW | TAR (%)92.56 | 19 | |
| Face Verification | LFW (val) | Accuracy99.85 | 16 | |
| Attribute Classification | LFW (test) | Accuracy83.86 | 16 | |
| Face Verification | LFW unrestricted with labeled outside data 9 | Accuracy99.65 | 16 | |
| Face Recognition Attack | LFW Respirator region (test) | ASR (ArcFace)98.25 | 15 | |
| Face Recognition Attack | LFW Eye & Nose region (test) | ASR (ArcFace)0.9975 | 15 | |
| Face Recognition Attack | LFW Eye region (test) | ASR (ArcFace)98.75 | 15 | |
| Face Recognition | LFW BLUFR | VR @ FAR=0.01%94.48 | 13 | |
| Face Restoration | LFW | FID19.28 | 11 | |
| Face Restoration | LFW (test) | NRQM8.572 | 10 | |
| Face Recognition | LFW 1.0 (full set) | FRR @ FAR5.8 | 10 | |
| Face Restoration | LFW real-world (test) | FID49.96 | 9 | |
| Smiling Classification | LFW (test) | Accuracy0.9042 | 8 | |
| Face Parsing | LFW-PL (test) | Skin Accuracy97.55 | 8 | |
| Face Re-identification | LFW | VGG Error0.009 | 7 | |
| Face Restoration | LFW 14 (test) | MUSIQ0.7642 | 7 |
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