Biometric Authentication on BlowLive Dataset
0Equal Error Rate (EER)BlowLive
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BlowLiveModality=Facial-Recognition2026.06 | 0 | 100 | 0 | 0 | — | — | — | — | — | — | — | — | |
| BlowLiveFusion=Feature-Level Fusion2026.06 | 0 | 100 | 0 | 0 | — | — | — | — | — | — | — | — | |
| Yang et al.2026.06 | 0.02 | — | — | — | — | — | — | — | — | — | — | — | |
| Belhocine et al.2026.06 | 0.036 | — | 0.0001 | 0 | — | — | — | — | — | — | — | — | |
| Halim et al.Modality=Facial Input2026.06 | 0.04 | 99.96 | 0.04 | 0 | — | — | — | — | — | — | — | — | |
| BlowLiveFusion=Score-Level Fusion2026.06 | 0.05 | 99.95 | 0.05 | 0 | — | — | — | — | — | — | — | — | |
| Halim et al.Fusion=Score-Level Fusion2026.06 | 0.18 | 99.82 | 0.18 | 0 | — | — | — | — | — | — | — | — | |
| Mahfouz et al.2026.06 | 0.84 | — | — | — | — | — | — | — | — | — | — | — | |
| Champaneria et al.2026.06 | 0.85 | — | — | — | — | — | — | — | — | — | — | — | |
| BlowLiveModality=Blow-Acoustic2026.06 | 0.93 | 99.56 | 0.3 | 7.6 | — | — | — | — | — | — | — | — | |
| Zhang et al.2026.06 | 1 | 99 | — | — | — | — | — | — | — | — | — | — | |
| Ragendhu et al.2026.06 | 1.5 | — | — | — | — | — | — | — | — | — | — | — | |
| Halim et al.Modality=Acoustic Input2026.06 | 1.81 | 99.35 | 0.27 | 19.2 | — | — | — | — | — | — | — | — | |
| Imran et al.2026.06 | 1.95 | — | 1 | 1 | — | — | — | — | — | — | — | — | |
| Wu et al.Ref=[38]2026.06 | 2 | — | — | — | — | — | — | — | — | — | — | — | |
| Wang et al.2026.06 | 4.5 | — | — | — | — | — | — | — | — | — | — | — | |
| Zhou et al.Ref=[43]2026.06 | 6.99 | 96.6 | — | — | — | — | — | — | — | — | — | — | |
| Srivastava et al.2026.06 | 20 | 99.7 | — | — | — | — | — | — | — | — | — | — | |
| Aizi et al.2026.06 | — | 95 | 3.89 | 1.5 | — | — | — | — | — | — | — | — | |
| Al-Waisy et al.2026.06 | — | 99 | — | — | — | — | — | — | — | — | — | — | |
| Chauhan et al.2026.06 | — | — | 2 | 6 | — | — | — | — | — | — | — | — | |
| Hmani et al.2026.06 | — | — | 0 | 0.8 | — | — | — | — | — | — | — | — | |
| Lee et al.2026.06 | — | 83 | 1 | — | — | — | — | — | — | — | — | — | |
| Liu et al.2026.06 | — | 74 | — | — | — | — | — | — | — | — | — | — | |
| Lu et al.2026.06 | — | 90.21 | — | — | — | — | — | — | — | — | — | — | |
| Wu et al.Ref=[39]2026.06 | — | 93.47 | — | — | — | — | — | — | — | — | — | — | |
| Zhou et al.Ref=[42]2026.06 | — | 93.75 | — | 10 | — | — | — | — | — | — | — | — |