# Semantic Segmentation on OCT (test) Source: [Semantic Segmentation on OCT (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:00.865Z Evaluation of Semantic Segmentation performance on the test split of the OCT dataset. 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) | OCT (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 | | --- | --- | --- | --- | | Fixed Strategy | 95.4 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 94.6 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 93.8 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 93 | Not recorded | 68fa6ed41e209131cea4276d | | Adaptive Annotation Strategy | 92.6 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 92.1 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 91.3 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 90.5 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 89.7 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 88.8 | Not recorded | 68fa6ed41e209131cea4276d | | Fixed Strategy | 87.7 | Not recorded | 68fa6ed41e209131cea4276d | ### Fixed Strategy Relative Performance: 95.4. Result ID: 699062483a6c314849002829. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"95%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 94.6. Result ID: 699062483a6c31484900282a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"90%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 93.8. Result ID: 699062483a6c31484900282b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"85%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 93. Result ID: 699062483a6c31484900282c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"80%"}. This record does not assert independent reproduction. ### Adaptive Annotation Strategy Relative Performance: 92.6. Result ID: 699062483a6c314849002833. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"Adaptive"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 92.1. Result ID: 699062483a6c31484900282d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"75%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 91.3. Result ID: 699062483a6c31484900282e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"70%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 90.5. Result ID: 699062483a6c31484900282f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"65%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 89.7. Result ID: 699062483a6c314849002830. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"60%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 88.8. Result ID: 699062483a6c314849002831. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"55%"}. This record does not assert independent reproduction. ### Fixed Strategy Relative Performance: 87.7. Result ID: 699062483a6c314849002832. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Segmentation Split":"50%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.