# Change Detection on DEAL-300K Source: [Change Detection on DEAL-300K]() Collection index: [llms.txt]() Data updated: 2026-05-28T08:21:46.534Z Evaluation of Change Detection performance on the DEAL-300K dataset, reporting F1 score and Intersection over Union (IoU). 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 | Change Detection | | Dataset (including any stated split) | DEAL-300K | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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. - [IoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | SIGMA | 76.43 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed-morph | 46.33 | Not recorded | 6a17cc2fdbd7150506f81440 | | Meta-CD | 45.8 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 35.24 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 35.24 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Otsu | 34.21 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 33.44 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 28.04 | Not recorded | 6a17cc2fdbd7150506f81440 | | DDPM-CD | 20.9 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 16.38 | Not recorded | 6a17cc2fdbd7150506f81440 | ### SIGMA F1 Score: 76.43. Result ID: 6a17fa53fbc373592c11a5e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed-morph F1 Score: 46.33. Result ID: 6a17fa53fbc373592c11a5e0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Meta-CD F1 Score: 45.8. Result ID: 6a17fa53fbc373592c11a5e2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 35.24. Result ID: 6a17fa53fbc373592c11a5de. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"30"}. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 35.24. Result ID: 6a17fa53fbc373592c11a5df. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"40"}. This record does not assert independent reproduction. ### PixDiff-Otsu F1 Score: 34.21. Result ID: 6a17fa53fbc373592c11a5e1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 33.44. Result ID: 6a17fa53fbc373592c11a5dd. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"20"}. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 28.04. Result ID: 6a17fa53fbc373592c11a5dc. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"10"}. This record does not assert independent reproduction. ### DDPM-CD F1 Score: 20.9. Result ID: 6a17fa53fbc373592c11a5e3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 16.38. Result ID: 6a17fa53fbc373592c11a5db. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.