# Speaker Verification on VoxCeleb Hard 1 Source: [Speaker Verification on VoxCeleb Hard 1]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:29.128Z Evaluation of Speaker Verification performance on the VoxCeleb Hard 1 dataset, reporting specific Equal Error Rate (EER) variants. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Speaker Verification | | Dataset (including any stated split) | VoxCeleb Hard 1 | | Metric | EER (f-f) | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [EER (f-f)](): Lower is better; unit: PERCENT. - [EER (s-avg)](): Lower is better; unit: PERCENT. - [EER (5s-1s)](): Lower is better; unit: PERCENT. - [EER (%)](): Lower is better; unit: PERCENT. ## Recorded results | Method | EER (f-f) | Result date | Report paper | | --- | --- | --- | --- | | MRL | 1.87 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-HW | 1.98 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Baseline | 2 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Baseline | 2.03 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-SW | 2.04 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-HW | 2.08 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Baseline | 2.09 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | +VLT | 2.09 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-HW | 2.1 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | +VLT | 2.11 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | MRL | 2.11 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-SW | 2.11 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-SW | 2.16 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | +VLT | 2.19 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | MRL | 2.2 | Not recorded | 69705dcae25ad2fa9d1ed5ca | ### MRL EER (f-f): 1.87. Result ID: 699a14d25698665ec498ea80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-GT-HW EER (f-f): 1.98. Result ID: 699a14d25698665ec498ea82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### Baseline EER (f-f): 2. Result ID: 699a14d25698665ec498ea79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### Baseline EER (f-f): 2.03. Result ID: 699a14d25698665ec498ea74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-GT-SW EER (f-f): 2.04. Result ID: 699a14d25698665ec498ea81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-GT-HW EER (f-f): 2.08. Result ID: 699a14d25698665ec498ea7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### Baseline EER (f-f): 2.09. Result ID: 699a14d25698665ec498ea7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### +VLT EER (f-f): 2.09. Result ID: 699a14d25698665ec498ea7f. [Reporting paper]() Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-GT-HW EER (f-f): 2.1. Result ID: 699a14d25698665ec498ea78. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction. ### +VLT EER (f-f): 2.11. Result ID: 699a14d25698665ec498ea75. [Reporting paper]() Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction. ### MRL EER (f-f): 2.11. Result ID: 699a14d25698665ec498ea76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-GT-SW EER (f-f): 2.11. Result ID: 699a14d25698665ec498ea77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-GT-SW EER (f-f): 2.16. Result ID: 699a14d25698665ec498ea7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### +VLT EER (f-f): 2.19. Result ID: 699a14d25698665ec498ea7a. [Reporting paper]() Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### MRL EER (f-f): 2.2. Result ID: 699a14d25698665ec498ea7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.