Benchmark Scenario

Genre-Shift Robustness

Source-genre variation. The scenario score aggregates its trial sets using the fixed OpenSVBench reporting protocol.

25 ranked systems 1 trial set 13.2400 leading EER
Scenario Ranking

Systems on Genre-Shift Robustness

Evidence cells list trial-set rank and EER in this order: CN-Celeb Genre.

Rank System Submitted by Scenario EER ↓ Scenario minDCF ↓ Trial-Set Evidence Rank / EER
#1 w2v-bert2.0 + cc + ecapa-tdnn + astp + sf2
w2v-bert2.0 + cc + ecapa-tdnn + astp + sf2
JinghanPeng 13.2400 0.461908
#2 iic/eres2netv2-zh
eresv2_zh
Public checkpoint 14.2725 0.527525
#3 wespeaker/res34-cnceleb
wespeaker_r34
Public checkpoint 15.6955 0.591628
#4 iic/campplus
campplus
Public checkpoint 16.8815 0.610655
#5 W2V-BERT 2.0 + MHFA (VoxCeleb2 + VoxBlink2)
Wav2Vec2-BERT
pengjy 19.0005 0.737320
#6 W2V-BERT 2.0 + Adapter-MFA (cross-device consistency FT + weight soup)
ActionPower VoicePrint
ActionPower 19.4650 0.626777
#7 MECT-b2-czur-finetuned
MECT-b2-czur-finetuned
czur 19.6400 0.649620
#8 Agora Voiceprint (ResNet293)
agora_vp
agora 21.9825 0.674857
#9 Dual-LoRA W2V-BERT2-Adapter-MFA (TidyVoice)
duallora-w2vbert2-tidyvoice-full-core
sgqt 22.2000 0.654345
#10 AntSpeaker/MECT-B2
antspeaker-mect-b2-vb2-full-core
Public checkpoint 23.4125 0.648552
#11 palabraai/redimnet2-b6-vb2+vox2
redimnet2-b6-vb2vox2-lm-full-core
Public checkpoint 23.5245 0.640800
#12 wespeaker/samresnet100
vb2-sam100
Public checkpoint 25.1200 0.674765
#13 palabraai/redimnet2-b6
redimnet2
Public checkpoint 25.4550 0.740052
#14 wespeaker/w2vbert2
vb2-w2vbert
Public checkpoint 25.9200 0.656577
#15 wespeaker/res152-voxceleb
wespeaker_resnet152
Public checkpoint 26.2472 0.806172
#16 wespeaker/res34-voxceleb
wespeaker_resnet34_voxceleb
Public checkpoint 26.5125 0.822805
#17 wespeaker/res293-voxceleb
wespeaker_resnet293
Public checkpoint 26.8575 0.811767
#18 iic/eres2net-en
eres_en
Public checkpoint 27.7395 0.802170
#19 iic/eres2net-large-3dspeaker
eres2net_large_3dspeaker
Public checkpoint 28.4850 0.888960
#20 speechbrain/ecapa
ecapa
Public checkpoint 29.5690 0.883898
#21 wespeaker/campplus-voxceleb
campplus_wespeaker
Public checkpoint 29.6497 0.829445
#22 wespeaker/ecapa512-voxceleb
wespeaker_ecapa512
Public checkpoint 30.8550 0.849922
#23 wespeaker/ecapa1024-voxceleb
wespeaker_ecapa1024
Public checkpoint 31.1025 0.910323
#24 microsoft/unispeech-sat-base-plus-sv
unispeech_sat_base_plus
Public checkpoint 37.0343 0.985940
#25 microsoft/wavlm-base-plus-sv
wavlm_base
Public checkpoint 38.3800 0.975515