| VoxCeleb1 with MUSAN noise (test) | NCMoE | EER1.91 | | 187 | 1mo ago |
| VoxCeleb1 (Vox1-O) | W2V-BERT 2.0 | EER0.14 | | 105 | 18d ago |
| VoxCeleb1 (test) | MFA-TDNN (standard) | Cosine EER0.856 | | 80 | 1mo ago |
| VoxCeleb1 (Vox1-H) | LoRA Adapter MFA | EER0.55 | | 70 | 1mo ago |
| VoxCeleb-E | LoRA Adapter MFA | EER0.27 | | 62 | 1mo ago |
| VoxCeleb1-O Cleaned (Original) | ReDimNet-B6_SF2 | EER (%)0.37 | | 53 | 1mo ago |
| VoxCeleb1 Hard Cleaned | ECAPA-TDNN (C=512) | EER0.0099 | | 45 | 1mo ago |
| VoxCeleb1 Cleaned (Extended) | ECAPA-TDNN (C=512) | EER (%)0.48 | | 45 | 1mo ago |
| VoxCeleb1 with Nonspeech100 (test) | NCMoE | EER (%)2.19 | | 36 | 1mo ago |
| VOiCES 5s-1s | DAME-GT-SW | EER15.53 | | 30 | 1mo ago |
| VOiCES (s-avg) | DAME-GT-SW | EER10.25 | | 30 | 1mo ago |
| VOiCES f-f | | EER0.0393 | | 30 | 1mo ago |
| LibriSpeech (test) | | EER0.01 | | 25 | 1mo ago |
| VoxCeleb1 hard (test) | RecXi | EER1.857 | | 25 | 1mo ago |
| VoxCeleb1 extended (test) | H/ASP (AP+softmax) | EER1.07 | | 25 | 1mo ago |
| VoxCeleb 1 (verification) | WavLM Large | EER0.48 | | 22 | 1mo ago |
| CNCeleb | Attention back-end | EER8.93 | | 19 | 1mo ago |
| VoxCeleb1 hard (H) | NeXt-TDNN (C=256, B=3) | EER1.82 | | 17 | 18d ago |
| VoxCeleb1 extended | NeXt-TDNN-l(C=256, B=3) | EER1.04 | | 17 | 18d ago |
| VoxCeleb Hard 1 | MRL | EER (f-f)1.87 | | 15 | 1mo ago |
| VoxCeleb Extended 1 | MRL | EER (f-f)1 | | 15 | 1mo ago |
| Sonos (val) | Causally Disentangled Contrastive Learning | ROC AUC86.3 | | 14 | 1mo ago |
| SITW (eval) | RecXi | EER1.34 | | 14 | 23d ago |
| TidyVoice 2026 (dev) | w2v-BERT 2.0 Based_SF2-C ++ QMF | EER (%)0.893 | | 13 | 1mo ago |
| CNCeleb (eval) | ChebyAAM | EER7.1099 | | 12 | 1mo ago |
