Speaker Verification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
6.5EER (top-10%)
18
Jun 16, 2026
8.17EER (Top-1%)
18
Jun 16, 2026
5.36Error Rate (0 dB)
18
Apr 29, 2026
2.4ASR Error Rate
15
Jul 2, 2026
2.35EER (10 iterations)
15
Jul 2, 2026
2.6EER (10 iter)
15
Jul 2, 2026
2.6EER (10 iterations)
15
Jul 2, 2026
1.25EER
15
Jul 2, 2026
1.87EER (f-f)
15
Feb 26, 2026
1EER (f-f)
15
Feb 26, 2026
86.3ROC AUC
14
Feb 26, 2026
1.34EER
14
Mar 26, 2026
0.893EER (%)
13
Mar 10, 2026
7.11EER
12
Feb 26, 2026
27.52EER
10
Jun 23, 2026
97.92Accuracy
10
Jun 23, 2026
0.009EER
10
Feb 26, 2026
1.04EER
10
Feb 26, 2026
2.26EER (Male)
10
Feb 26, 2026
3.35PGD EER
9
Jul 2, 2026
4.22Average EER
9
Apr 29, 2026
5.04Error Rate (0 dB SNR)
9
Apr 29, 2026
2.38EER
8
Jun 16, 2026
4.88EER
8
Jun 16, 2026
1.178EER
8
Feb 26, 2026