| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ASVspoof 5 (eval) | XLS-R + RAT | EER2.57 | 18 | 1mo ago | |
| ASVspoof 2019 (eval) | MHFA-IVLing-VIB | EER4.07 | 13 | 25d ago | |
| Synthetic Traces (test) | Proposed Scorer | Mean Trust Score (T)1 | 10 | 3mo ago | |
| ASVspoof 5 (test) | LR Fusion | minDCF0.097 | 8 | 1mo ago | |
| SONAR v1 (Evaluation) | EER9.37 | 7 | 1mo ago | ||
| LibriSeVox v1 (test) | MHFA-IVSpk-VIB | EER2.62 | 7 | 1mo ago | |
| DFADD (Evaluation) | MHFA-IVSpk | EER1.72 | 7 | 1mo ago | |
| CodecFake v1 (Evaluation) | MHFA-IVSpk-VIB | EER22.07 | 7 | 1mo ago | |
| FoR Fake-or-Real (evaluation) | MHFA-IVSpk | EER5.16 | 7 | 1mo ago | |
| ASVspoof DeepFake 2021 (test) | MHFA-IVSpk-VIB | EER3.71 | 7 | 1mo ago | |
| SONAR | MHFA-VIB | EER9.37 | 6 | 25d ago | |
| LibriSeVox | MHFA-IVLing-VIB | EER2.15 | 6 | 25d ago | |
| DFADD | MHFA-IVLing-VIB | EER (%)0.79 | 6 | 25d ago | |
| CodecFake | MHFA-IVLing-VIB | EER20.28 | 6 | 25d ago | |
| FoR | MHFA-IVLing-VIB | EER3.35 | 6 | 25d ago | |
| CompSpoof V2 (test) | Proposed (dual-branch deepfake detection framework) | F1-score70.2 | 2 | 2mo ago | |
| CompSpoof V2 (evaluation) | Proposed (dual-branch deepfake detection framework) | F1 Score70.11 | 2 | 2mo ago | |
| CompSpoof V2 (val) | Baseline | F1 Score94.62 | 2 | 2mo ago |
