# Oriented Object Detection on SAT-MTB Official Source: [Oriented Object Detection on SAT-MTB Official]() Collection index: [llms.txt]() Data updated: 2026-06-16T07:29:18.400Z Evaluation of Oriented Object Detection performance on the SAT-MTB Official dataset, reporting metrics including mAP and various orientation-specific scores (CA, CS, FA, etc.). 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 | Oriented Object Detection | | Dataset (including any stated split) | SAT-MTB Official | | Metric | CA | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [CA](): Higher is better; unit: PERCENT. - [CS](): Higher is better; unit: PERCENT. - [FA](): Higher is better; unit: PERCENT. - [FH](): Higher is better; unit: PERCENT. - [NA](): Higher is better; unit: PERCENT. - [NV](): Higher is better; unit: PERCENT. - [OS](): Higher is better; unit: PERCENT. - [RA](): Higher is better; unit: PERCENT. - [SB](): Higher is better; unit: PERCENT. - [TN](): Higher is better; unit: PERCENT. - [WA](): Higher is better; unit: PERCENT. - [YC](): Higher is better; unit: PERCENT. - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | CA | Result date | Report paper | | --- | --- | --- | --- | | ReDet | 81.1 | Not recorded | 6a30d86fd33dfb23e783cb0e | | RetinaNet-OBB | 51.9 | Not recorded | 6a30d86fd33dfb23e783cb0e | | FCOS-OBB | 42.6 | Not recorded | 6a30d86fd33dfb23e783cb0e | | Oriented RCNN | 42.2 | Not recorded | 6a30d86fd33dfb23e783cb0e | | RoI Transformer | 38.2 | Not recorded | 6a30d86fd33dfb23e783cb0e | | Faster RCNN-OBB | 20.7 | Not recorded | 6a30d86fd33dfb23e783cb0e | | R3Det | 20.7 | Not recorded | 6a30d86fd33dfb23e783cb0e | | S2ANet | 19.1 | Not recorded | 6a30d86fd33dfb23e783cb0e | ### ReDet CA: 81.1. Result ID: 6a30fb18fbc373592c2cd301. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Accepted By":"CVPR2021","Backbone":"ReResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### RetinaNet-OBB CA: 51.9. Result ID: 6a30fb18fbc373592c2cd2fb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Accepted By":"ICCV2017","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### FCOS-OBB CA: 42.6. Result ID: 6a30fb18fbc373592c2cd2fd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Accepted By":"ICCV2019","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### Oriented RCNN CA: 42.2. Result ID: 6a30fb18fbc373592c2cd2fe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Accepted By":"ICCV2021","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### RoI Transformer CA: 38.2. Result ID: 6a30fb18fbc373592c2cd2fc. [Reporting paper]() Recorded evaluation configuration: {"Accepted By":"CVPR2018","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### Faster RCNN-OBB CA: 20.7. Result ID: 6a30fb18fbc373592c2cd2fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Accepted By":"IEEE2017","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### R3Det CA: 20.7. Result ID: 6a30fb18fbc373592c2cd2ff. [Reporting paper]() Recorded evaluation configuration: {"Accepted By":"AAAI2021","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. ### S2ANet CA: 19.1. Result ID: 6a30fb18fbc373592c2cd300. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Accepted By":"TGRS2021","Backbone":"ResNet50","Training Images":"26155","Size":"1024","Epoch":"12"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.