# Object Detection on Sub-surface Coral Source: [Object Detection on Sub-surface Coral]() Collection index: [llms.txt]() Data updated: 2026-03-11T08:04:26.676Z Evaluation of Object Detection performance on the Sub-surface Coral dataset, reporting standard metrics like Precision, Recall, F1 Score, and mAP@0.5. 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) | Sub-surface Coral | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [mAP@0.5](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | YOLOv8 | 79 | Not recorded | 68fa7b711e209131cea887b2 | ### YOLOv8 Precision: 79. Result ID: 69b122076dbb7075b95b5f45. [Reporting 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.