# Forest Disturbance Detection on CONUS 2017–2022 (val) Source: [Forest Disturbance Detection on CONUS 2017–2022 (val)]() Collection index: [llms.txt]() Data updated: 2026-06-08T07:44:10.025Z Evaluation of Forest Disturbance Detection performance on the validation split of the CONUS 2017–2022 dataset, reporting F1, Recall, Precision, and Prec±1y metrics. 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 | Forest Disturbance Detection | | Dataset (including any stated split) | CONUS 2017–2022 (val) | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Precision (±1y)](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | MTSViT | 47.3 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 41.3 | Not recorded | 6a264ca590966ade919beac3 | | Hansen | 38.6 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 38.1 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 37.8 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 37.6 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 37.2 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 36.3 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 36 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 35.6 | Not recorded | 6a264ca590966ade919beac3 | | Qiu | 31.71 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 27.6 | Not recorded | 6a264ca590966ade919beac3 | | CCDC | 23.85 | Not recorded | 6a264ca590966ade919beac3 | ### MTSViT F1 Score: 47.3. Result ID: 6a2672c6fbc373592c22f38f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Landsat","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 41.3. Result ID: 6a2672c6fbc373592c22f391. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-2","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### Hansen F1 Score: 38.6. Result ID: 6a2672c6fbc373592c22f38e. [Reporting paper]() Recorded evaluation configuration: {"Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 38.1. Result ID: 6a2672c6fbc373592c22f392. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-2 + S1","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 37.8. Result ID: 6a2672c6fbc373592c22f393. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Landsat + S1","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 37.6. Result ID: 6a2672c6fbc373592c22f397. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-2 + S1","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 37.2. Result ID: 6a2672c6fbc373592c22f396. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-2","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 36.3. Result ID: 6a2672c6fbc373592c22f394. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Landsat","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 36. Result ID: 6a2672c6fbc373592c22f398. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Landsat + S1","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 35.6. Result ID: 6a2672c6fbc373592c22f395. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-1","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### Qiu F1 Score: 31.71. Result ID: 6a2672c6fbc373592c22f38d. [Reporting paper]() Recorded evaluation configuration: {"Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 27.6. Result ID: 6a2672c6fbc373592c22f390. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-1","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### CCDC F1 Score: 23.85. Result ID: 6a2672c6fbc373592c22f38c. [Reporting paper]() Recorded evaluation configuration: {"Years":"2017–2022"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.