# VAD Regression on VOICES (test) Source: [VAD Regression on VOICES (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:10.858Z Evaluation of Voice Activity Detection (VAD) Regression performance on the test split of the VOICES dataset, measured using MAE and Pearson's r. 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 | VAD Regression | | Dataset (including any stated split) | VOICES (test) | | Metric | MAE | | Unit | SCALAR | | 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 - [MAE](): Lower is better; unit: SCALAR. - [Pearson's r](): Higher is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | Eye-Gaze Temporal CNN | 0.105 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Eye-Gaze Temporal CNN | 0.106 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Eye-Gaze Temporal CNN | 0.108 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Statistical Features (eyes only) | 0.11 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Statistical Features (eyes only) | 0.11 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Statistical Features (eyes only) | 0.11 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Statistical Features (eyes + face) | 0.11 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Statistical Features (eyes + face) | 0.11 | Not recorded | 69705db1e25ad2fa9d1ed378 | | Statistical Features (eyes + face) | 0.11 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.119 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.122 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.122 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.122 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.123 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.125 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.152 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.154 | Not recorded | 69705db1e25ad2fa9d1ed378 | | GLASS | 0.161 | Not recorded | 69705db1e25ad2fa9d1ed378 | ### Eye-Gaze Temporal CNN MAE: 0.105. Result ID: 6997ad8e5698665ec403b43b. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"2 seconds"}. This record does not assert independent reproduction. ### Eye-Gaze Temporal CNN MAE: 0.106. Result ID: 6997ad8e5698665ec403b43c. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"5 seconds"}. This record does not assert independent reproduction. ### Eye-Gaze Temporal CNN MAE: 0.108. Result ID: 6997ad8e5698665ec403b43d. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"10 seconds"}. This record does not assert independent reproduction. ### Statistical Features (eyes only) MAE: 0.11. Result ID: 6997ad8e5698665ec403b435. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"2 seconds"}. This record does not assert independent reproduction. ### Statistical Features (eyes only) MAE: 0.11. Result ID: 6997ad8e5698665ec403b436. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"5 seconds"}. This record does not assert independent reproduction. ### Statistical Features (eyes only) MAE: 0.11. Result ID: 6997ad8e5698665ec403b437. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"10 seconds"}. This record does not assert independent reproduction. ### Statistical Features (eyes + face) MAE: 0.11. Result ID: 6997ad8e5698665ec403b438. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"2 seconds"}. This record does not assert independent reproduction. ### Statistical Features (eyes + face) MAE: 0.11. Result ID: 6997ad8e5698665ec403b439. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"5 seconds"}. This record does not assert independent reproduction. ### Statistical Features (eyes + face) MAE: 0.11. Result ID: 6997ad8e5698665ec403b43a. [Reporting paper]() Recorded evaluation configuration: {"Input duration":"10 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.119. Result ID: 6997ad8e5698665ec403b444. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"2 seconds","Pre-training forecasting window":"10 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.122. Result ID: 6997ad8e5698665ec403b442. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"5 seconds","Pre-training forecasting window":"5 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.122. Result ID: 6997ad8e5698665ec403b445. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"5 seconds","Pre-training forecasting window":"10 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.122. Result ID: 6997ad8e5698665ec403b446. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"10 seconds","Pre-training forecasting window":"10 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.123. Result ID: 6997ad8e5698665ec403b441. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"2 seconds","Pre-training forecasting window":"5 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.125. Result ID: 6997ad8e5698665ec403b443. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"10 seconds","Pre-training forecasting window":"5 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.152. Result ID: 6997ad8e5698665ec403b43e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"2 seconds","Pre-training forecasting window":"2 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.154. Result ID: 6997ad8e5698665ec403b440. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"10 seconds","Pre-training forecasting window":"2 seconds"}. This record does not assert independent reproduction. ### GLASS MAE: 0.161. Result ID: 6997ad8e5698665ec403b43f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input duration":"5 seconds","Pre-training forecasting window":"2 seconds"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.