# Semantic Segmentation on FGPD (test) Source: [Semantic Segmentation on FGPD (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:45.762Z Evaluation of Semantic Segmentation performance on the test split of the FGPD 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) | FGPD (test) | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | MPCS-Net | 91.3 | Not recorded | 699d30aa6017c4460ffab60d | | MPCM-Net | 90.6 | Not recorded | 699d30aa6017c4460ffab60d | | CloudSwinNet | 87.1 | Not recorded | 699d30aa6017c4460ffab60d | | CloudFU-Net | 86.9 | Not recorded | 699d30aa6017c4460ffab60d | | SegFormer | 84.6 | Not recorded | 699d30aa6017c4460ffab60d | | U-Net | 66.7 | Not recorded | 699d30aa6017c4460ffab60d | ### MPCS-Net Precision: 91.3. Result ID: 699e567d5698665ec416aa60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MPCM-Net Precision: 90.6. Result ID: 699e567d5698665ec416aa5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CloudSwinNet Precision: 87.1. Result ID: 699e567d5698665ec416aa5e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CloudFU-Net Precision: 86.9. Result ID: 699e567d5698665ec416aa5d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SegFormer Precision: 84.6. Result ID: 699e567d5698665ec416aa5c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### U-Net Precision: 66.7. Result ID: 699e567d5698665ec416aa5b. [Reporting paper]() [Method origin paper]() [Implementation]() 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.