# Semantic Segmentation on SUIM (test) Source: [Semantic Segmentation on SUIM (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:00.881Z Evaluation of Semantic Segmentation performance on the test split of the SUIM dataset, reporting Relative performance. 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) | SUIM (test) | | Metric | Relative Performance | | Unit | PERCENT | | 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 - [Relative Performance](): Higher is better; unit: PERCENT. ## Recorded results | Method | Relative Performance | Result date | Report paper | | --- | --- | --- | --- | | Adaptive Annotation Strategy | 81.9 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 81.3 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 80.9 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 79.7 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 79.2 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 78.1 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 76.7 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 76.7 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 75.1 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 74.1 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 72.1 | Not recorded | 68fa6ed41e209131cea4276d | ### Adaptive Annotation Strategy Relative Performance: 81.9. Result ID: 699062483a6c31484900283e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"Adaptive"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 81.3. Result ID: 699062483a6c314849002839. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"70%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 80.9. Result ID: 699062483a6c314849002838. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"75%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 79.7. Result ID: 699062483a6c31484900283a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"65%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 79.2. Result ID: 699062483a6c314849002837. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"80%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 78.1. Result ID: 699062483a6c31484900283b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"60%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 76.7. Result ID: 699062483a6c314849002836. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"85%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 76.7. Result ID: 699062483a6c31484900283c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"55%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 75.1. Result ID: 699062483a6c31484900283d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"50%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 74.1. Result ID: 699062483a6c314849002835. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"90%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 72.1. Result ID: 699062483a6c314849002834. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"95%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.