Benchmark Scenario

Distance Robustness

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

25 ranked systems 4 trial sets 4.6942 leading EER

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	w2v-bert2.0 + cc + ecapa-tdnn + astp + sf2 w2v-bert2.0 + cc + ecapa-tdnn + astp + sf2	JinghanPeng	4.6942	0.223632	#1 4.6378 #1 3.0050 #5 7.1149 #3 4.0192
#2	Agora Voiceprint (ResNet293) agora_vp	agora	5.2568	0.269814	#4 6.6049 #2 3.3030 #8 7.9289 #1 3.1904
#3	MECT-b2-czur-finetuned MECT-b2-czur-finetuned	czur	5.2728	0.253762	#2 5.5433 #4 4.2450 #9 7.9891 #2 3.3137
#4	W2V-BERT 2.0 + Adapter-MFA (cross-device consistency FT + weight soup) ActionPower VoicePrint	ActionPower	5.5896	0.273671	#3 6.0867 #5 4.8950 #4 6.9340 #4 4.4428
#5	W2V-BERT 2.0 + MHFA (VoxCeleb2 + VoxBlink2) Wav2Vec2-BERT	pengjy	6.8160	0.373691	#5 9.6287 #6 5.4400 #2 6.5421 #5 5.6533
#6	AntSpeaker/MECT-B2 antspeaker-mect-b2-vb2-full-core	Public checkpoint	8.0506	0.332292	#7 12.3634 #10 7.7800 #1 6.2828 #6 5.7764
#7	iic/eres2net-large-3dspeaker eres2net_large_3dspeaker	Public checkpoint	9.2638	0.454491	#6 10.3440 #3 3.6000 #20 17.2988 #7 5.8125
#8	palabraai/redimnet2-b6-vb2+vox2 redimnet2-b6-vb2vox2-lm-full-core	Public checkpoint	9.5358	0.334705	#10 15.4780 #11 8.3550 #6 7.3741 #9 6.9360
#9	Dual-LoRA W2V-BERT2-Adapter-MFA (TidyVoice) duallora-w2vbert2-tidyvoice-full-core	sgqt	9.7576	0.432930	#9 14.9704 #9 7.2850 #7 7.7781 #12 8.9969
#10	wespeaker/w2vbert2 vb2-w2vbert	Public checkpoint	10.1885	0.403238	#11 16.0613 #8 6.6900 #3 6.6928 #18 11.3097
#11	palabraai/redimnet2-b6 redimnet2	Public checkpoint	11.0799	0.472944	#13 17.6447 #18 9.3150 #11 8.4715 #11 8.8886
#12	wespeaker/samresnet100 vb2-sam100	Public checkpoint	11.1679	0.421520	#16 18.4835 #13 8.5605 #10 8.4112 #14 9.2164
#13	iic/eres2netv2-zh eresv2_zh	Public checkpoint	11.2737	0.537866	#8 14.1380 #7 5.8680 #21 18.3901 #8 6.6987
#14	wespeaker/res293-voxceleb wespeaker_resnet293	Public checkpoint	11.7700	0.508920	#15 18.0185 #14 8.7900 #12 11.1336 #13 9.1379
#15	wespeaker/res152-voxceleb wespeaker_resnet152	Public checkpoint	11.9552	0.523450	#12 17.5655 #12 8.5600 #13 12.0320 #15 9.6636
#16	iic/eres2net-en eres_en	Public checkpoint	12.5832	0.554135	#14 17.8119 #16 8.8700 #14 12.0892 #19 11.5618
#17	wespeaker/res34-voxceleb wespeaker_resnet34_voxceleb	Public checkpoint	12.9967	0.561170	#17 18.6760 #17 8.8800 #18 13.6871 #16 10.7439
#18	speechbrain/ecapa ecapa	Public checkpoint	14.3300	0.630306	#18 21.5753 #20 10.8485 #15 12.4299 #22 12.4662
#19	wespeaker/campplus-voxceleb campplus_wespeaker	Public checkpoint	14.6792	0.634129	#19 22.2628 #21 10.9720 #16 13.0540 #21 12.4278
#20	wespeaker/ecapa1024-voxceleb wespeaker_ecapa1024	Public checkpoint	15.4440	0.640785	#21 23.6657 #22 11.2950 #17 13.6569 #23 13.1585
#21	wespeaker/ecapa512-voxceleb wespeaker_ecapa512	Public checkpoint	16.0447	0.664732	#23 25.4467 #23 11.4500 #19 15.1040 #20 12.1783
#22	iic/campplus campplus	Public checkpoint	16.4489	0.675161	#20 23.4511 #19 9.3825 #23 24.2086 #10 8.7533
#23	wespeaker/res34-cnceleb wespeaker_r34	Public checkpoint	16.9924	0.739294	#22 25.1560 #15 8.8500 #22 22.9123 #17 11.0514
#24	microsoft/unispeech-sat-base-plus-sv unispeech_sat_base_plus	Public checkpoint	28.8455	0.982128	#25 37.8673 #24 23.7800 #24 26.7802 #25 26.9545
#25	microsoft/wavlm-base-plus-sv wavlm_base	Public checkpoint	29.1056	0.976812	#24 37.3027 #25 23.9055 #25 29.0021 #24 26.2121