# Semantic Segmentation on Spider (test) Source: [Semantic Segmentation on Spider (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T07:15:48.959Z Evaluation of Semantic Segmentation performance on the test split of the Spider dataset, measured by Mean Intersection over Union (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) | Spider (test) | | Metric | mIoU | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | ViTC-UNet | 84 | Not recorded | 6a0bee86dbc836b87d82c35b | | nn-UNet | 82 | Not recorded | 6a0bee86dbc836b87d82c35b | | ViTC-UNet | 61 | Not recorded | 6a0bee86dbc836b87d82c35b | | ViT-UNet | 56 | Not recorded | 6a0bee86dbc836b87d82c35b | | ViT-UNet | 44 | Not recorded | 6a0bee86dbc836b87d82c35b | | ViT-UNet | 12 | Not recorded | 6a0bee86dbc836b87d82c35b | | ViT-UNet | 9 | Not recorded | 6a0bee86dbc836b87d82c35b | ### ViTC-UNet mIoU: 84. Result ID: 6a0c0e08fbc373592c01a7fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv2"}. This record does not assert independent reproduction. ### nn-UNet mIoU: 82. Result ID: 6a0c0e08fbc373592c01a7ff. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ViTC-UNet mIoU: 61. Result ID: 6a0c0e08fbc373592c01a7fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SAM 2"}. This record does not assert independent reproduction. ### ViT-UNet mIoU: 56. Result ID: 6a0c0e08fbc373592c01a7fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv2","Decoder":"hybrid"}. This record does not assert independent reproduction. ### ViT-UNet mIoU: 44. Result ID: 6a0c0e08fbc373592c01a7fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SAM 2","Decoder":"hybrid"}. This record does not assert independent reproduction. ### ViT-UNet mIoU: 12. Result ID: 6a0c0e08fbc373592c01a7f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv2","Decoder":"Linear"}. This record does not assert independent reproduction. ### ViT-UNet mIoU: 9. Result ID: 6a0c0e08fbc373592c01a7fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SAM 2","Decoder":"Linear"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.