Benchmark Scenario

Channel / Device Robustness

Device and channel variation. The scenario score aggregates its trial sets using the fixed OpenSVBench reporting protocol.

18 ranked systems 2 trial sets 6.3103 leading EER
3D-Speaker Device FFSVC 2022 Cross-Channel
Scenario Ranking

Systems on Channel / Device Robustness

Evidence cells list trial-set rank and EER in this order: 3D-Speaker Device · FFSVC 2022 Cross-Channel.

Rank System Scenario EER ↓ Scenario minDCF ↓ Trial-Set Evidence Rank / EER
#1 iic/eres2net-large-3dspeaker
eres2net_large_3dspeaker
6.3103 0.401249
#2 iic/eres2netv2-zh
eresv2_zh
11.9758 0.644862
#3 palabraai/redimnet2-b6
redimnet2
12.9753 0.641859
#4 wespeaker/w2vbert2
vb2-w2vbert
13.2628 0.581970
#5 wespeaker/res293-voxceleb
wespeaker_resnet293
13.9682 0.677811
#6 wespeaker/samresnet100
vb2-sam100
14.0169 0.591790
#7 wespeaker/res152-voxceleb
wespeaker_resnet152
14.2456 0.688961
#8 iic/campplus
campplus
14.4608 0.722188
#9 iic/eres2net-en
eres_en
15.1872 0.730291
#10 wespeaker/res34-voxceleb
wespeaker_resnet34_voxceleb
15.2050 0.728816
#11 speechbrain/ecapa
ecapa
16.6850 0.817560
#12 wespeaker/campplus-voxceleb
campplus_wespeaker
17.8800 0.826833
#13 wespeaker/ecapa1024-voxceleb
wespeaker_ecapa1024
18.4567 0.824736
#14 wespeaker/ecapa512-voxceleb
wespeaker_ecapa512
18.7142 0.846298
#15 wespeaker/res34-cnceleb
wespeaker_r34
18.9178 0.837962
#16 speechbrain/xvector
xvector
31.0227 0.964547
#17 microsoft/wavlm-base-plus-sv
wavlm_base
31.2817 0.997779
#18 microsoft/unispeech-sat-base-plus-sv
unispeech_sat_base_plus
31.7857 0.999283