# Semantic Segmentation on Pascal VOC 6 steps overlapped 5-3 (test) Source: [Semantic Segmentation on Pascal VOC 6 steps overlapped 5-3 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:55.523Z Evaluation of Semantic Segmentation performance on the Pascal VOC dataset using the specific '6 steps overlapped 5-3' protocol applied to the test split, reporting mIoU metrics grouped by class ranges (1-5, 6-20, and All). 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) | Pascal VOC 6 steps overlapped 5-3 (test) | | Metric | mIoU (Classes 1-5) | | 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 - [mIoU (Classes 1-5)](): Higher is better; unit: PERCENT. - [mIoU (Classes 6-20)](): Higher is better; unit: PERCENT. - [mIoU (All Classes)](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU (Classes 1-5) | Result date | Report paper | | --- | --- | --- | --- | | Joint | 79.6 | Not recorded | 68fa74201e209131cea5fcdf | | MBS | 77.5 | Not recorded | 68fa74201e209131cea5fcdf | | Joint | 76.9 | Not recorded | 68fa74201e209131cea5fcdf | | MiB | 57.1 | Not recorded | 68fa74201e209131cea5fcdf | | MiB | 33.4 | Not recorded | 68fa74201e209131cea5fcdf | | ILT | 22.5 | Not recorded | 68fa74201e209131cea5fcdf | | PLOP | 17.5 | Not recorded | 68fa74201e209131cea5fcdf | ### Joint mIoU (Classes 1-5): 79.6. Result ID: 69931e973a6c31484913d953. [Reporting paper]() Recorded evaluation configuration: {"Architecture Type":"Transformer-based"}. This record does not assert independent reproduction. ### MBS mIoU (Classes 1-5): 77.5. Result ID: 69931e973a6c31484913d952. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture Type":"Transformer-based"}. This record does not assert independent reproduction. ### Joint mIoU (Classes 1-5): 76.9. Result ID: 69931e973a6c31484913d950. [Reporting paper]() Recorded evaluation configuration: {"Architecture Type":"CNN-based"}. This record does not assert independent reproduction. ### MiB mIoU (Classes 1-5): 57.1. Result ID: 69931e973a6c31484913d94e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture Type":"CNN-based","Evaluation Protocol":"Reproduced from SSUL"}. This record does not assert independent reproduction. ### MiB mIoU (Classes 1-5): 33.4. Result ID: 69931e973a6c31484913d951. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture Type":"Transformer-based"}. This record does not assert independent reproduction. ### ILT mIoU (Classes 1-5): 22.5. Result ID: 69931e973a6c31484913d94d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture Type":"CNN-based","Evaluation Protocol":"Reproduced from SSUL"}. This record does not assert independent reproduction. ### PLOP mIoU (Classes 1-5): 17.5. Result ID: 69931e973a6c31484913d94f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture Type":"CNN-based","Evaluation Protocol":"Reproduced from SSUL"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.