# Radar Novel View Synthesis on RadarSim Dataset (Temporal Split) Source: [Radar Novel View Synthesis on RadarSim Dataset (Temporal Split)]() Collection index: [llms.txt]() Data updated: 2026-05-27T08:00:28.980Z Evaluation of Radar Novel View Synthesis performance on the RadarSim Dataset (Temporal Split). 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 | Radar Novel View Synthesis | | Dataset (including any stated split) | RadarSim Dataset (Temporal Split) | | Metric | SSIM | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [SSIM](): Higher is better; unit: SCALAR. - [PSNR](): Higher is better; unit: SCALAR. ## Recorded results | Method | SSIM | Result date | Report paper | | --- | --- | --- | --- | | RadarSim | 0.821 | Not recorded | 6a167aa5dbd7150506f80054 | | RadarSim (w/o Sampling) | 0.805 | Not recorded | 6a167aa5dbd7150506f80054 | | RadarSim (w/o Bases) | 0.802 | Not recorded | 6a167aa5dbd7150506f80054 | | DART | 0.799 | Not recorded | 6a167aa5dbd7150506f80054 | | RadarSim (Fully-shared geometry) | 0.798 | Not recorded | 6a167aa5dbd7150506f80054 | | DART | 0.784 | Not recorded | 6a167aa5dbd7150506f80054 | | Radarfields | 0.771 | Not recorded | 6a167aa5dbd7150506f80054 | | RadarSim (RGB-only geometry) | 0.771 | Not recorded | 6a167aa5dbd7150506f80054 | | Lidar occupancy | 0.733 | Not recorded | 6a167aa5dbd7150506f80054 | | Nearest Neighbor | 0.725 | Not recorded | 6a167aa5dbd7150506f80054 | | CFAR points | 0.671 | Not recorded | 6a167aa5dbd7150506f80054 | ### RadarSim SSIM: 0.821. Result ID: 6a16a499fbc373592c0f9c3b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RadarSim (w/o Sampling) SSIM: 0.805. Result ID: 6a16a499fbc373592c0f9c45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ablation":"remove radar ray sampler"}. This record does not assert independent reproduction. ### RadarSim (w/o Bases) SSIM: 0.802. Result ID: 6a16a499fbc373592c0f9c44. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ablation":"remove reflectance model"}. This record does not assert independent reproduction. ### DART SSIM: 0.799. Result ID: 6a16a499fbc373592c0f9c3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"pose optimization":"true"}. This record does not assert independent reproduction. ### RadarSim (Fully-shared geometry) SSIM: 0.798. Result ID: 6a16a499fbc373592c0f9c43. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"geometry":"fully-shared for RGB and radar"}. This record does not assert independent reproduction. ### DART SSIM: 0.784. Result ID: 6a16a499fbc373592c0f9c3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"pose optimization":"false"}. This record does not assert independent reproduction. ### Radarfields SSIM: 0.771. Result ID: 6a16a499fbc373592c0f9c3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RadarSim (RGB-only geometry) SSIM: 0.771. Result ID: 6a16a499fbc373592c0f9c42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"geometry":"fixed to pre-trained RGB model"}. This record does not assert independent reproduction. ### Lidar occupancy SSIM: 0.733. Result ID: 6a16a499fbc373592c0f9c40. [Reporting paper]() Recorded evaluation configuration: {"category":"DART baseline"}. This record does not assert independent reproduction. ### Nearest Neighbor SSIM: 0.725. Result ID: 6a16a499fbc373592c0f9c41. [Reporting paper]() Recorded evaluation configuration: {"category":"DART baseline"}. This record does not assert independent reproduction. ### CFAR points SSIM: 0.671. Result ID: 6a16a499fbc373592c0f9c3f. [Reporting paper]() Recorded evaluation configuration: {"category":"DART baseline"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.