Trial Set
ESD
Ranking for the ESD trial set from the ESD dataset.
Trials
437408
Protocol source
Self-constructed protocol
Source split
Public ESD recordings
Builds cross-emotion SV trials from speaker and emotion labels.
Ranking
18 rows
Reviewed rows
Showing maintainer-approved full-core submissions in the public ranking.
Trial-Set Ranking
Detailed ranking for ESD
This table keeps the raw trial-set ranking visible, with no scenario-level aggregation applied.
| Rank | System | Rank Signal | Trial-Set EER | Trial-Set minDCF |
|---|---|---|---|---|
| #1 |
wespeaker/w2vbert2
vb2-w2vbert
|
Leader
|
2.5000 |
0.175313 |
| #2 |
wespeaker/samresnet100
vb2-sam100
|
Top 3
|
2.7503 |
0.223690 |
| #3 |
wespeaker/res152-voxceleb
wespeaker_resnet152
|
Top 3
|
3.0742 |
0.225959 |
| #4 |
palabraai/redimnet2-b6
redimnet2
|
Competitive
|
3.0850 |
0.221939 |
| #5 |
wespeaker/res293-voxceleb
wespeaker_resnet293
|
Competitive
|
3.2714 |
0.243165 |
| #6 |
wespeaker/res34-voxceleb
wespeaker_resnet34_voxceleb
|
Competitive
|
3.5211 |
0.254288 |
| #7 |
iic/eres2net-en
eres_en
|
Competitive
|
4.3650 |
0.310919 |
| #8 |
wespeaker/ecapa512-voxceleb
wespeaker_ecapa512
|
Competitive
|
4.4900 |
0.305853 |
| #9 |
wespeaker/ecapa1024-voxceleb
wespeaker_ecapa1024
|
Competitive
|
4.6018 |
0.330355 |
| #10 |
wespeaker/campplus-voxceleb
campplus_wespeaker
|
Needs work
|
4.6625 |
0.346034 |
| #11 |
speechbrain/ecapa
ecapa
|
Needs work
|
5.7925 |
0.396047 |
| #12 |
iic/eres2netv2-zh
eresv2_zh
|
Needs work
|
7.5779 |
0.346889 |
| #13 |
wespeaker/res34-cnceleb
wespeaker_r34
|
Needs work
|
8.0200 |
0.419287 |
| #14 |
iic/eres2net-large-3dspeaker
eres2net_large_3dspeaker
|
Needs work
|
9.4684 |
0.428828 |
| #15 |
iic/campplus
campplus
|
Needs work
|
9.6571 |
0.470165 |
| #16 |
microsoft/unispeech-sat-base-plus-sv
unispeech_sat_base_plus
|
Needs work
|
12.8825 |
0.923664 |
| #17 |
speechbrain/xvector
xvector
|
Needs work
|
13.0389 |
0.693274 |
| #18 |
microsoft/wavlm-base-plus-sv
wavlm_base
|
Needs work
|
13.3674 |
0.882281 |