# Semantic Segmentation on RueMonge 2014 Source: [Semantic Segmentation on RueMonge 2014]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:12.118Z Evaluation of Semantic Segmentation performance on the RueMonge 2014 dataset, typically measured using Intersection over Union (IoU). 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) | RueMonge 2014 | | Metric | mIoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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](): Higher is better; unit: PERCENT. - [Average IoU](): Higher is better; unit: PERCENT. - [Overall IoU](): Higher is better; unit: PERCENT. - [mAcc](): Higher is better; unit: PERCENT. - [OA](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | SPH3D-GCN | 66.3 | Not recorded | 68fa67401e209131cea153e5 | | SPLATNet3D | 65.4 | Not recorded | 68fa67401e209131cea153e5 | | Ψ-CNN | 63.6 | Not recorded | 68fa656f1e209131cea0a631 | | Ψ-CNN | 63.6 | Not recorded | 68fa67401e209131cea153e5 | | OctNet | 59.2 | Not recorded | 68fa656f1e209131cea0a631 | | OctNet 256^3 | 59.2 | Not recorded | 68fa67401e209131cea153e5 | | Gadde et al. | 54.4 | Not recorded | 68fa656f1e209131cea0a631 | | Gadde et al. | 54.4 | Not recorded | 68fa67401e209131cea153e5 | | Martinovic et al. | 52.2 | Not recorded | 68fa656f1e209131cea0a631 | | Martinovic et al. | 52.2 | Not recorded | 68fa67401e209131cea153e5 | | Riemenschneider et al. | 42.3 | Not recorded | 68fa656f1e209131cea0a631 | | Riemenschneider et al. | 42.3 | Not recorded | 68fa67401e209131cea153e5 | ### SPH3D-GCN mIoU: 66.3. Result ID: 698d27248b517eb4331f63da. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPLATNet3D mIoU: 65.4. Result ID: 698d27248b517eb4331f63d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ψ-CNN mIoU: 63.6. Result ID: 698cac748b517eb4331bf5f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ψ-CNN mIoU: 63.6. Result ID: 698d27248b517eb4331f63d9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OctNet mIoU: 59.2. Result ID: 698cac748b517eb4331bf5f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Grid Size":"256^3"}. This record does not assert independent reproduction. ### OctNet 256^3 mIoU: 59.2. Result ID: 698d27248b517eb4331f63d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gadde et al. mIoU: 54.4. Result ID: 698cac748b517eb4331bf5ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gadde et al. mIoU: 54.4. Result ID: 698d27248b517eb4331f63d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Martinovic et al. mIoU: 52.2. Result ID: 698cac748b517eb4331bf5ee. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Martinovic et al. mIoU: 52.2. Result ID: 698d27248b517eb4331f63d5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Riemenschneider et al. mIoU: 42.3. Result ID: 698cac748b517eb4331bf5ed. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Riemenschneider et al. mIoU: 42.3. Result ID: 698d27248b517eb4331f63d4. [Reporting 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.