Speaker Verification Benchmark

OpenSVBench speaker verification leaderboard.

Global ranking compares reviewed full-core submissions. Scenario pages group related evaluation conditions. Trial-set pages show the raw ranked results behind each scenario.

18 ranked systems 11 scenarios 26 trial sets

Current #1 model: wespeaker/w2vbert2 with 9.9604 scenario-macro EER.

See Global Ranking Explore Scenarios Submit A System

Frontier Snapshot

Ranked Top 5

18 ranked

wespeaker/w2vbert2 9.9604 EER

7 scenarios ranked #1 #2

palabraai/redimnet2-b6 10.5277 EER

0 scenarios ranked #1 #3

wespeaker/samresnet100 10.5780 EER

1 scenario ranked #1 #4

wespeaker/res152-voxceleb 11.2275 EER

0 scenarios ranked #1 #5

wespeaker/res293-voxceleb 11.3130 EER

0 scenarios ranked #1

How To Read

Global ranking: reviewed full-core submissions ranked by source-balanced scenario-macro EER.
Scenarios: high-level evaluation conditions.
Trial sets: raw ranked benchmark entries.
Datasets: source metadata shown inside scenario and trial-set views.

Ranked Systems

Benchmark Scenarios

Trial Sets

Source Datasets

Global Leaderboard

Ranking

Ranking Scenarios

Overall #1

wespeaker/w2vbert2

vb2-w2vbert

#1 7 scenarios ranked #1

Broadest Scenario Top-3 Coverage

wespeaker/w2vbert2

vb2-w2vbert

#1 9 scenarios in top 3

Rank	Model	Global Score EER / minDCF	Higher-Ranked Scenarios	Lower-Ranked Scenarios
#1	wespeaker/w2vbert2 vb2-w2vbert	9.9604 / 0.360767	Noise/reverb Speaking style	Genre shift Channel/device
#2	palabraai/redimnet2-b6 redimnet2	10.5277 / 0.419432	Overlap Aging	Genre shift In-the-wild
#3	wespeaker/samresnet100 vb2-sam100	10.5780 / 0.390239	Aging Noise/reverb	Accent/dialect Channel/device
#4	wespeaker/res152-voxceleb wespeaker_resnet152	11.2275 / 0.442748	Speaking style In-the-wild	Genre shift Channel/device
#5	wespeaker/res293-voxceleb wespeaker_resnet293	11.3130 / 0.439607	Cross-lingual Aging	Genre shift In-the-wild
#6	iic/eres2netv2-zh eresv2_zh	11.5449 / 0.484961	Genre shift Channel/device	Noise/reverb Overlap
#7	wespeaker/res34-voxceleb wespeaker_resnet34_voxceleb	12.0516 / 0.477054	Aging Speaking style	Channel/device Short-duration
#8	iic/eres2net-en eres_en	12.0955 / 0.472802	Noise/reverb Overlap	Genre shift Short-duration
#9	wespeaker/campplus-voxceleb campplus_wespeaker	13.4165 / 0.520675	Aging Overlap	Genre shift Channel/device
#10	speechbrain/ecapa ecapa	13.5461 / 0.543660	Noise/reverb Accent/dialect	Cross-lingual Short-duration
#11	wespeaker/ecapa1024-voxceleb wespeaker_ecapa1024	14.0835 / 0.534111	Aging Speaking style	Genre shift Short-duration
#12	iic/eres2net-large-3dspeaker eres2net_large_3dspeaker	14.1682 / 0.593516	Channel/device Distance	Aging In-the-wild
#13	wespeaker/ecapa512-voxceleb wespeaker_ecapa512	14.3120 / 0.541141	Aging Cross-lingual	Genre shift Channel/device
#14	wespeaker/res34-cnceleb wespeaker_r34	14.4910 / 0.607964	Genre shift Short-duration	Channel/device Distance
#15	iic/campplus campplus	15.1677 / 0.590178	Genre shift Channel/device	Noise/reverb Accent/dialect
#16	speechbrain/xvector xvector	23.3539 / 0.776078	Aging Noise/reverb	Accent/dialect In-the-wild
#17	microsoft/wavlm-base-plus-sv wavlm_base	25.1577 / 0.875090	Aging In-the-wild	Genre shift Distance
#18	microsoft/unispeech-sat-base-plus-sv unispeech_sat_base_plus	25.6711 / 0.890736	Noise/reverb Short-duration	Channel/device Overlap