# Object Detection on DOTA v2 (val) Source: [Object Detection on DOTA v2 (val)]() Collection index: [llms.txt]() Data updated: 2026-03-11T09:03:29.705Z Evaluation of Object Detection performance on the validation split of the DOTA v2 dataset, reporting mIoU and mAP@50. 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 | Object Detection | | Dataset (including any stated split) | DOTA v2 (val) | | Metric | mIoU | | 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 - [mIoU](): Higher is better; unit: PERCENT. - [mAP@50](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | GeoSolver | 0.5347 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | GLM-4.1V-Thinking | 0.4045 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | Gemini-2.0-flash | 0.143 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | ChatGPT-5 | 0.0866 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | SkySenseGPT | 0.0456 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | Claude-sonnet-4 | 0.0389 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | EarthDial | 0.0352 | Not recorded | 69b0f72e2d603e6de3e45fb4 | | VHM | 0.0237 | Not recorded | 69b0f72e2d603e6de3e45fb4 | ### GeoSolver mIoU: 0.5347. Result ID: 69b12fdb6dbb7075b95bc620. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GLM-4.1V-Thinking mIoU: 0.4045. Result ID: 69b12fdb6dbb7075b95bc61c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Open-source Reasoning Vision-Language Models"}. This record does not assert independent reproduction. ### Gemini-2.0-flash mIoU: 0.143. Result ID: 69b12fdb6dbb7075b95bc61a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Closed-source Commercial Vision-Language Models"}. This record does not assert independent reproduction. ### ChatGPT-5 mIoU: 0.0866. Result ID: 69b12fdb6dbb7075b95bc61b. [Reporting paper]() Recorded evaluation configuration: {"Model Category":"Closed-source Commercial Vision-Language Models"}. This record does not assert independent reproduction. ### SkySenseGPT mIoU: 0.0456. Result ID: 69b12fdb6dbb7075b95bc61e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Open-source Remote Sensing Vision-Language Models"}. This record does not assert independent reproduction. ### Claude-sonnet-4 mIoU: 0.0389. Result ID: 69b12fdb6dbb7075b95bc619. [Reporting paper]() Recorded evaluation configuration: {"Model Category":"Closed-source Commercial Vision-Language Models"}. This record does not assert independent reproduction. ### EarthDial mIoU: 0.0352. Result ID: 69b12fdb6dbb7075b95bc61f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Open-source Remote Sensing Vision-Language Models"}. This record does not assert independent reproduction. ### VHM mIoU: 0.0237. Result ID: 69b12fdb6dbb7075b95bc61d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Open-source Remote Sensing Vision-Language Models"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.