# Video waterdrop removal on Real driving scenes Source: [Video waterdrop removal on Real driving scenes]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:56.273Z Evaluation of video waterdrop removal performance on the Real driving scenes dataset, measured by user preference percentage. 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 | Video waterdrop removal | | Dataset (including any stated split) | Real driving scenes | | Metric | User Preference | | Unit | PERCENT | | Direction | Higher 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 - [User Preference](): Higher is better; unit: PERCENT. ## Recorded results | Method | User Preference | Result date | Report paper | | --- | --- | --- | --- | | Spatio-temporal fusion-based framework | 77.84 | Not recorded | 68fa6e961e209131cea40e4f | | Quan et al. | 10.23 | Not recorded | 68fa6e961e209131cea40e4f | | Vid2Vid | 6.82 | Not recorded | 68fa6e961e209131cea40e4f | | AttentGAN | 4.54 | Not recorded | 68fa6e961e209131cea40e4f | | LSTO | 0.56 | Not recorded | 68fa6e961e209131cea40e4f | | CCN | 0 | Not recorded | 68fa6e961e209131cea40e4f | ### Spatio-temporal fusion-based framework User Preference: 77.84. Result ID: 699048bc3a6c314849ff757f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Quan et al. User Preference: 10.23. Result ID: 699048bc3a6c314849ff757b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Vid2Vid User Preference: 6.82. Result ID: 699048bc3a6c314849ff757d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AttentGAN User Preference: 4.54. Result ID: 699048bc3a6c314849ff757a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LSTO User Preference: 0.56. Result ID: 699048bc3a6c314849ff757e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CCN User Preference: 0. Result ID: 699048bc3a6c314849ff757c. [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.