# Semantic Segmentation on Bedroom dataset Source: [Semantic Segmentation on Bedroom dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:37:42.927Z Evaluation of Semantic Segmentation performance on the Bedroom dataset, reporting per-class and mean metrics for objects like Bed, Pillow, Lamp, Window, and Painting. 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 | Semantic Segmentation | | Dataset (including any stated split) | Bedroom dataset | | Metric | Bed Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Bed Accuracy](): Higher is better; unit: PERCENT. - [Bed mIoU](): Higher is better; unit: PERCENT. - [Pillow Accuracy](): Higher is better; unit: PERCENT. - [Pillow mIoU](): Higher is better; unit: PERCENT. - [Lamp Accuracy](): Higher is better; unit: PERCENT. - [Lamp mIoU](): Higher is better; unit: PERCENT. - [Window Accuracy](): Higher is better; unit: PERCENT. - [Window mIoU](): Higher is better; unit: PERCENT. - [Painting Accuracy](): Higher is better; unit: PERCENT. - [Painting mIoU](): Higher is better; unit: PERCENT. - [Mean Accuracy](): Higher is better; unit: PERCENT. - [Mean mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | Bed Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DMP | 89.47 | Not recorded | 68fa72ba1e209131cea5830d | | SPADE | 86.77 | Not recorded | 68fa72ba1e209131cea5830d | | DRIT++ | 84.85 | Not recorded | 68fa72ba1e209131cea5830d | | DDIB | 39.84 | Not recorded | 68fa72ba1e209131cea5830d | | SDEdit | 9.58 | Not recorded | 68fa72ba1e209131cea5830d | | IP2P | 7.14 | Not recorded | 68fa72ba1e209131cea5830d | | VISII | 0.6 | Not recorded | 68fa72ba1e209131cea5830d | ### DMP Bed Accuracy: 89.47. Result ID: 6992567a3a6c3148490e46b5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPADE Bed Accuracy: 86.77. Result ID: 6992567a3a6c3148490e46af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DRIT++ Bed Accuracy: 84.85. Result ID: 6992567a3a6c3148490e46b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDIB Bed Accuracy: 39.84. Result ID: 6992567a3a6c3148490e46b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SDEdit Bed Accuracy: 9.58. Result ID: 6992567a3a6c3148490e46b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IP2P Bed Accuracy: 7.14. Result ID: 6992567a3a6c3148490e46b3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training":"learned"}. This record does not assert independent reproduction. ### VISII Bed Accuracy: 0.6. Result ID: 6992567a3a6c3148490e46b4. [Reporting paper]() [Method origin 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.