# Interaction and Contact Segmentation on PaIR-1 Source: [Interaction and Contact Segmentation on PaIR-1]() Collection index: [llms.txt]() Data updated: 2026-03-31T06:59:54.869Z Evaluation of Interaction and Contact Segmentation performance on the PaIR-1 dataset, reporting metrics including mAP, SC-Acc., C-Acc., mIoU, and wIoU. 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 | Interaction and Contact Segmentation | | Dataset (including any stated split) | PaIR-1 | | Metric | mAP | | 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 - [mAP](): Higher is better; unit: PERCENT. - [SC-Acc.](): Higher is better; unit: PERCENT. - [C-Acc.](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [wIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | PaIR-Net | 38.07 | Not recorded | 68fa7a8f1e209131cea83e1b | | PaIR-Net | 36.85 | Not recorded | 68fa7a8f1e209131cea83e1b | | PaIR-Net | 36.24 | Not recorded | 68fa7a8f1e209131cea83e1b | | PaIR-Net | 35.09 | Not recorded | 68fa7a8f1e209131cea83e1b | | DisTrans (2024)+PIHOT (2025b) | 31.45 | Not recorded | 68fa7a8f1e209131cea83e1b | | DisTrans (2024)+UNet (2015) | 31.23 | Not recorded | 68fa7a8f1e209131cea83e1b | | DisTrans (2024)+HOT (2023a) | 31.19 | Not recorded | 68fa7a8f1e209131cea83e1b | | DisTrans (2024)+LinkNet (2017) | 31.17 | Not recorded | 68fa7a8f1e209131cea83e1b | | DisTrans (2024)+MANet (2020) | 31.01 | Not recorded | 68fa7a8f1e209131cea83e1b | | STTrans (2022)+UNet (2015) | 28.48 | Not recorded | 68fa7a8f1e209131cea83e1b | | RCLTrans (2023)+UNet (2015) | 24.8 | Not recorded | 68fa7a8f1e209131cea83e1b | | Trans (2021)+UNet (2015) | 13.63 | Not recorded | 68fa7a8f1e209131cea83e1b | ### PaIR-Net mAP: 38.07. Result ID: 69cb702c47f34ce924b3366e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"224.2M","Times (ms)":"119.6","Backbone":"Swin-L"}. This record does not assert independent reproduction. ### PaIR-Net mAP: 36.85. Result ID: 69cb702c47f34ce924b3366d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"73.6M","Times (ms)":"74.3","Backbone":"Swin-S"}. This record does not assert independent reproduction. ### PaIR-Net mAP: 36.24. Result ID: 69cb702c47f34ce924b3366c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"74.6M","Times (ms)":"91.4","Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### PaIR-Net mAP: 35.09. Result ID: 69cb702c47f34ce924b3366b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"55.6M","Times (ms)":"75.2","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DisTrans (2024)+PIHOT (2025b) mAP: 31.45. Result ID: 69cb702c47f34ce924b3366a. [Reporting paper]() Recorded evaluation configuration: {"Params":"158.6M","Times (ms)":"257.5","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DisTrans (2024)+UNet (2015) mAP: 31.23. Result ID: 69cb702c47f34ce924b33666. [Reporting paper]() Recorded evaluation configuration: {"Params":"79.8M","Times (ms)":"102.3","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DisTrans (2024)+HOT (2023a) mAP: 31.19. Result ID: 69cb702c47f34ce924b33669. [Reporting paper]() Recorded evaluation configuration: {"Params":"97.5M","Times (ms)":"230.4","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DisTrans (2024)+LinkNet (2017) mAP: 31.17. Result ID: 69cb702c47f34ce924b33667. [Reporting paper]() Recorded evaluation configuration: {"Params":"120.4M","Times (ms)":"83.9","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DisTrans (2024)+MANet (2020) mAP: 31.01. Result ID: 69cb702c47f34ce924b33668. [Reporting paper]() Recorded evaluation configuration: {"Params":"236.6M","Times (ms)":"89.5","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### STTrans (2022)+UNet (2015) mAP: 28.48. Result ID: 69cb702c47f34ce924b33665. [Reporting paper]() Recorded evaluation configuration: {"Params":"87.2M","Times (ms)":"114.9","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### RCLTrans (2023)+UNet (2015) mAP: 24.8. Result ID: 69cb702c47f34ce924b33664. [Reporting paper]() Recorded evaluation configuration: {"Params":"107.7M","Times (ms)":"123.8","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Trans (2021)+UNet (2015) mAP: 13.63. Result ID: 69cb702c47f34ce924b33663. [Reporting paper]() Recorded evaluation configuration: {"Params":"74.0M","Times (ms)":"88.7","Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.