# Forest Disturbance Detection on MTBS 2017–2022 (val) Source: [Forest Disturbance Detection on MTBS 2017–2022 (val)]() Collection index: [llms.txt]() Data updated: 2026-06-08T07:44:10.049Z Evaluation of Forest Disturbance Detection performance on the validation split of the MTBS 2017–2022 dataset, reporting F1, Recall, and Precision 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) | MTBS 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 | 75.8 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 75.3 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 72.9 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 71 | Not recorded | 6a264ca590966ade919beac3 | | Qiu | 69.34 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 66.6 | Not recorded | 6a264ca590966ade919beac3 | | Hansen | 65.71 | Not recorded | 6a264ca590966ade919beac3 | | CCDC | 59.83 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 54 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 45.2 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 45 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 42.6 | Not recorded | 6a264ca590966ade919beac3 | | MTSViT | 38 | Not recorded | 6a264ca590966ade919beac3 | ### MTSViT F1 Score: 75.8. Result ID: 6a2672c6fbc373592c22f3a4. [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: 75.3. Result ID: 6a2672c6fbc373592c22f3a3. [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: 72.9. Result ID: 6a2672c6fbc373592c22f3a5. [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: 71. Result ID: 6a2672c6fbc373592c22f3a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Landsat","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### Qiu F1 Score: 69.34. Result ID: 6a2672c6fbc373592c22f39a. [Reporting paper]() Recorded evaluation configuration: {"Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 66.6. Result ID: 6a2672c6fbc373592c22f3a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-1","Training Dataset":"C100k","Years":"2017–2022"}. This record does not assert independent reproduction. ### Hansen F1 Score: 65.71. Result ID: 6a2672c6fbc373592c22f39b. [Reporting paper]() Recorded evaluation configuration: {"Years":"2017–2022"}. This record does not assert independent reproduction. ### CCDC F1 Score: 59.83. Result ID: 6a2672c6fbc373592c22f399. [Reporting paper]() Recorded evaluation configuration: {"Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 54. Result ID: 6a2672c6fbc373592c22f39f. [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: 45.2. Result ID: 6a2672c6fbc373592c22f39e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-2","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 45. Result ID: 6a2672c6fbc373592c22f39d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Sentinel-1","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. ### MTSViT F1 Score: 42.6. Result ID: 6a2672c6fbc373592c22f3a0. [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: 38. Result ID: 6a2672c6fbc373592c22f39c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inputs":"Landsat","Training Dataset":"P34k","Years":"2017–2022"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.