# Disparity Estimation on Piano synthetic light field Source: [Disparity Estimation on Piano synthetic light field]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:52:24.223Z Evaluation of Disparity Estimation performance on the Piano synthetic light field dataset, measured using Mean Squared Error (MSE) and Bad Pixel (BP) thresholds. 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 | Disparity Estimation | | Dataset (including any stated split) | Piano synthetic light field | | Metric | Mean Squared Error (MSE) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 6 of 6 | | 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 - [Mean Squared Error (MSE)](): Lower is better; unit: SCALAR. - [Bad Pixel Rate (Threshold 0.1)](): Lower is better; unit: PERCENT. - [Bad Pixel Rate (Threshold 0.3)](): Lower is better; unit: PERCENT. - [Bad Pixel Rate (Threshold 0.7)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Mean Squared Error (MSE) | Result date | Report paper | | --- | --- | --- | --- | | Shi et al. | 0.0866 | Not recorded | 68fa6a441e209131cea27290 | | Differentiable Diffusion | 0.0871 | Not recorded | 68fa6a441e209131cea27290 | | Khan et al. | 0.127 | Not recorded | 68fa6a441e209131cea27290 | | Li et al. | 0.137 | Not recorded | 68fa6a441e209131cea27290 | | Jiang et al. | 0.144 | Not recorded | 68fa6a441e209131cea27290 | | Zhang et al. | 0.267 | Not recorded | 68fa6a441e209131cea27290 | ### Shi et al. Mean Squared Error (MSE): 0.0866. Result ID: 698e25cbffc3901de09b2c41. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Differentiable Diffusion Mean Squared Error (MSE): 0.0871. Result ID: 698e25cbffc3901de09b2c43. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Khan et al. Mean Squared Error (MSE): 0.127. Result ID: 698e25cbffc3901de09b2c42. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Li et al. Mean Squared Error (MSE): 0.137. Result ID: 698e25cbffc3901de09b2c3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Jiang et al. Mean Squared Error (MSE): 0.144. Result ID: 698e25cbffc3901de09b2c40. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Zhang et al. Mean Squared Error (MSE): 0.267. Result ID: 698e25cbffc3901de09b2c3e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.