# Echocardiographic Measurement on MEIS (test) Source: [Echocardiographic Measurement on MEIS (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:02.015Z Evaluation of models performing echocardiographic measurements using the test split of the MEIS (Medical Echocardiography Intelligent System) dataset. Metrics typically include error measures like MAE and MSE. 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 | Echocardiographic Measurement | | Dataset (including any stated split) | MEIS (Medical Echocardiography Intelligent System) (test) | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 26 of 26 | | 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. - [MSE](): Lower is better; unit: SCALAR. - [FPS](): Higher is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | RAMEM | 0.097 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.1 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.113 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.124 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.124 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.128 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.13 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.133 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.138 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.143 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.144 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.147 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.161 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.165 | Not recorded | 68fa705b1e209131cea4a91d | | RAMEM | 0.19 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.206 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.236 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.245 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.27 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.373 | Not recorded | 68fa705b1e209131cea4a91d | | MENN | 0.394 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.425 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.52 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.568 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.651 | Not recorded | 68fa705b1e209131cea4a91d | | Humans | 0.783 | Not recorded | 68fa705b1e209131cea4a91d | ### RAMEM MAE: 0.097. Result ID: 699116363a6c314849059233. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"IVSs","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### MENN MAE: 0.1. Result ID: 699116363a6c31484905922a. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"IVSs","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### MENN MAE: 0.113. Result ID: 699116363a6c314849059227. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"IVSd","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### Humans MAE: 0.124. Result ID: 699116363a6c31484905921f. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVPWd"}. This record does not assert independent reproduction. ### MENN MAE: 0.124. Result ID: 699116363a6c314849059229. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVPWs","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.128. Result ID: 699116363a6c314849059230. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"IVSd","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### MENN MAE: 0.13. Result ID: 699116363a6c314849059226. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVPWd","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.133. Result ID: 699116363a6c31484905922c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"AoR-Diam","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.138. Result ID: 699116363a6c31484905922d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"LA-Dim","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.143. Result ID: 699116363a6c31484905922f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"LVPWd","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.144. Result ID: 699116363a6c314849059234. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"Mean (Overall)","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.147. Result ID: 699116363a6c314849059235. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"Mean (LV only)","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.161. Result ID: 699116363a6c314849059231. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"LVIDs","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.165. Result ID: 699116363a6c31484905922e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"LVIDd","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### RAMEM MAE: 0.19. Result ID: 699116363a6c314849059232. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Measurement Index":"LVPWs","Backbone":"UPANet80 V2","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### MENN MAE: 0.206. Result ID: 699116363a6c31484905922b. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"Mean (LV only)","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### Humans MAE: 0.236. Result ID: 699116363a6c314849059223. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"IVSs"}. This record does not assert independent reproduction. ### Humans MAE: 0.245. Result ID: 699116363a6c314849059222. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVPWs"}. This record does not assert independent reproduction. ### Humans MAE: 0.27. Result ID: 699116363a6c314849059220. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"IVSd"}. This record does not assert independent reproduction. ### MENN MAE: 0.373. Result ID: 699116363a6c314849059225. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVIDd","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### MENN MAE: 0.394. Result ID: 699116363a6c314849059228. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVIDs","Hardware":"RTX 4090"}. This record does not assert independent reproduction. ### Humans MAE: 0.425. Result ID: 699116363a6c314849059224. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"Mean (Overall)"}. This record does not assert independent reproduction. ### Humans MAE: 0.52. Result ID: 699116363a6c31484905921d. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LA-Dim"}. This record does not assert independent reproduction. ### Humans MAE: 0.568. Result ID: 699116363a6c31484905921c. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"AoR-Diam"}. This record does not assert independent reproduction. ### Humans MAE: 0.651. Result ID: 699116363a6c314849059221. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVIDs"}. This record does not assert independent reproduction. ### Humans MAE: 0.783. Result ID: 699116363a6c31484905921e. [Reporting paper]() Recorded evaluation configuration: {"Measurement Index":"LVIDd"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.