# Oil spill segmentation on SOS Dataset Sentinel-1 Source: [Oil spill segmentation on SOS Dataset Sentinel-1]() Collection index: [llms.txt]() Data updated: 2026-03-12T07:43:40.637Z Evaluation of Oil Spill Segmentation performance using the SOS Dataset Sentinel-1. 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 | Oil spill segmentation | | Dataset (including any stated split) | SOS Dataset Sentinel-1 | | 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. - [F1 Score](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | OilSAM2 | 83.67 | Not recorded | 69b24872d030084c22e2f7e4 | | CBD-Net | 83.42 | Not recorded | 69b24872d030084c22e2f7e4 | | Deeplabv3 | 82.94 | Not recorded | 69b24872d030084c22e2f7e4 | | D-LinkNet | 82.32 | Not recorded | 69b24872d030084c22e2f7e4 | | TransOilSeg | 82.27 | Not recorded | 69b24872d030084c22e2f7e4 | | U-Net | 81.46 | Not recorded | 69b24872d030084c22e2f7e4 | | Medical SAM2 | 80.64 | Not recorded | 69b24872d030084c22e2f7e4 | ### OilSAM2 mIoU: 83.67. Result ID: 69b26e3e6dbb7075b95cba60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CBD-Net mIoU: 83.42. Result ID: 69b26e3e6dbb7075b95cba5d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Deeplabv3 mIoU: 82.94. Result ID: 69b26e3e6dbb7075b95cba5c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D-LinkNet mIoU: 82.32. Result ID: 69b26e3e6dbb7075b95cba5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TransOilSeg mIoU: 82.27. Result ID: 69b26e3e6dbb7075b95cba5f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### U-Net mIoU: 81.46. Result ID: 69b26e3e6dbb7075b95cba5a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Medical SAM2 mIoU: 80.64. Result ID: 69b26e3e6dbb7075b95cba5e. [Reporting paper]() [Method origin 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.