# Semantic Segmentation on MF day-night 11 (evaluation set) Source: [Semantic Segmentation on MF day-night 11 (evaluation set)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:53.909Z Evaluation of Semantic Segmentation performance on the evaluation set of the MF day-night 11 dataset, reporting class-specific IoU scores and overall mIoU. 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) | MF day-night 11 (evaluation set) | | Metric | Unlabeled IoU | | 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 - [Unlabeled IoU](): Higher is better; unit: PERCENT. - [Car IoU](): Higher is better; unit: PERCENT. - [Person IoU](): Higher is better; unit: PERCENT. - [Bike IoU](): Higher is better; unit: PERCENT. - [Curve IoU](): Higher is better; unit: PERCENT. - [Car Stop IoU](): Higher is better; unit: PERCENT. - [Guardrail IoU](): Higher is better; unit: PERCENT. - [Color Cone IoU](): Higher is better; unit: PERCENT. - [Bump IoU](): Higher is better; unit: PERCENT. - [mIoU (Mean IoU)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Unlabeled IoU | Result date | Report paper | | --- | --- | --- | --- | | ABMDRNet | 98.6 | Not recorded | 68fa72631e209131cea56233 | | RTFNet | 98.5 | Not recorded | 68fa72631e209131cea56233 | | CRM | 98.4 | Not recorded | 68fa72631e209131cea56233 | | FEANet | 98.3 | Not recorded | 68fa72631e209131cea56233 | | CMX | 98.3 | Not recorded | 68fa72631e209131cea56233 | | CRM | 98.2 | Not recorded | 68fa72631e209131cea56233 | | CRM | 98.2 | Not recorded | 68fa72631e209131cea56233 | | AFNet | 98 | Not recorded | 68fa72631e209131cea56233 | | FuseSeg | 97.6 | Not recorded | 68fa72631e209131cea56233 | | GMNet | 97.5 | Not recorded | 68fa72631e209131cea56233 | | PSTNet | 97 | Not recorded | 68fa72631e209131cea56233 | | MFNet | 96.9 | Not recorded | 68fa72631e209131cea56233 | ### ABMDRNet Unlabeled IoU: 98.6. Result ID: 699235e73a6c3148490d5496. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RTFNet Unlabeled IoU: 98.5. Result ID: 699235e73a6c3148490d5493. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CRM Unlabeled IoU: 98.4. Result ID: 699235e73a6c3148490d549b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-S"}. This record does not assert independent reproduction. ### FEANet Unlabeled IoU: 98.3. Result ID: 699235e73a6c3148490d5497. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMX Unlabeled IoU: 98.3. Result ID: 699235e73a6c3148490d5499. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CRM Unlabeled IoU: 98.2. Result ID: 699235e73a6c3148490d549a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-T"}. This record does not assert independent reproduction. ### CRM Unlabeled IoU: 98.2. Result ID: 699235e73a6c3148490d549c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Swin-B"}. This record does not assert independent reproduction. ### AFNet Unlabeled IoU: 98. Result ID: 699235e73a6c3148490d5495. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FuseSeg Unlabeled IoU: 97.6. Result ID: 699235e73a6c3148490d5494. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GMNet Unlabeled IoU: 97.5. Result ID: 699235e73a6c3148490d5498. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSTNet Unlabeled IoU: 97. Result ID: 699235e73a6c3148490d5492. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MFNet Unlabeled IoU: 96.9. Result ID: 699235e73a6c3148490d5491. [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.