Benchmark Scenario

Distance Robustness

Distance mismatch. The scenario score aggregates its trial sets using the fixed OpenSVBench reporting protocol.

23 ranked systems 4 trial sets 5.2568 leading EER
3D-Speaker Distance AliMeeting Near/Far CHiME-6 Domestic Far-Field FFSVC 2022 Cross-Domain
Scenario Ranking

Systems on Distance Robustness

Evidence cells list trial-set rank and EER in this order: 3D-Speaker Distance · AliMeeting Near/Far · CHiME-6 Domestic Far-Field · FFSVC 2022 Cross-Domain.

Rank System Submitted by Scenario EER ↓ Scenario minDCF ↓ Trial-Set Evidence Rank / EER
#1 Agora Voiceprint (ResNet293)
agora_vp
agora_vp 5.2568 0.269814
#2 W2V-BERT 2.0 + MHFA (VoxCeleb2 + VoxBlink2)
Wav2Vec2-BERT
pengjy 6.8160 0.373691
#3 AntSpeaker/MECT-B2
antspeaker-mect-b2-vb2-full-core
Public checkpoint 8.0506 0.332292
#4 iic/eres2net-large-3dspeaker
eres2net_large_3dspeaker
Public checkpoint 9.2638 0.454491
#5 palabraai/redimnet2-b6-vb2+vox2
redimnet2-b6-vb2vox2-lm-full-core
Public checkpoint 9.5358 0.334705
#6 Dual-LoRA W2V-BERT2-Adapter-MFA (TidyVoice)
duallora-w2vbert2-tidyvoice-full-core
shangguanqituan 9.7576 0.432930
#7 wespeaker/w2vbert2
vb2-w2vbert
Public checkpoint 10.1885 0.403238
#8 palabraai/redimnet2-b6
redimnet2
Public checkpoint 11.0799 0.472944
#9 wespeaker/samresnet100
vb2-sam100
Public checkpoint 11.1679 0.421520
#10 iic/eres2netv2-zh
eresv2_zh
Public checkpoint 11.2737 0.537866
#11 wespeaker/res293-voxceleb
wespeaker_resnet293
Public checkpoint 11.7700 0.508920
#12 wespeaker/res152-voxceleb
wespeaker_resnet152
Public checkpoint 11.9552 0.523450
#13 iic/eres2net-en
eres_en
Public checkpoint 12.5832 0.554135
#14 wespeaker/res34-voxceleb
wespeaker_resnet34_voxceleb
Public checkpoint 12.9967 0.561170
#15 speechbrain/ecapa
ecapa
Public checkpoint 14.3300 0.630306
#16 wespeaker/campplus-voxceleb
campplus_wespeaker
Public checkpoint 14.6792 0.634129
#17 wespeaker/ecapa1024-voxceleb
wespeaker_ecapa1024
Public checkpoint 15.4440 0.640785
#18 wespeaker/ecapa512-voxceleb
wespeaker_ecapa512
Public checkpoint 16.0447 0.664732
#19 iic/campplus
campplus
Public checkpoint 16.4489 0.675161
#20 wespeaker/res34-cnceleb
wespeaker_r34
Public checkpoint 16.9924 0.739294
#21 speechbrain/xvector
xvector
Public checkpoint 24.6461 0.923625
#22 microsoft/unispeech-sat-base-plus-sv
unispeech_sat_base_plus
Public checkpoint 28.8455 0.982128
#23 microsoft/wavlm-base-plus-sv
wavlm_base
Public checkpoint 29.1056 0.976812