# Change Detection on AutoSplice Source: [Change Detection on AutoSplice]() Collection index: [llms.txt]() Data updated: 2026-05-28T08:21:46.466Z Evaluation of Change Detection performance on the AutoSplice dataset, reporting F1 score and 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) | AutoSplice | | 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 | 96.69 | Not recorded | 6a17cc2fdbd7150506f81440 | | DDPM-CD | 96.2 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 92.18 | Not recorded | 6a17cc2fdbd7150506f81440 | | Meta-CD | 86.9 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 86.15 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 79.76 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed-morph | 77.67 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 73.46 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Otsu | 62.97 | Not recorded | 6a17cc2fdbd7150506f81440 | | PixDiff-Fixed | 53.9 | Not recorded | 6a17cc2fdbd7150506f81440 | ### SIGMA F1 Score: 96.69. Result ID: 6a17fa53fbc373592c11a5d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDPM-CD F1 Score: 96.2. Result ID: 6a17fa53fbc373592c11a5cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 92.18. Result ID: 6a17fa53fbc373592c11a5c8. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"10"}. This record does not assert independent reproduction. ### Meta-CD F1 Score: 86.9. Result ID: 6a17fa53fbc373592c11a5ce. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 86.15. Result ID: 6a17fa53fbc373592c11a5c9. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"20"}. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 79.76. Result ID: 6a17fa53fbc373592c11a5ca. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"30"}. This record does not assert independent reproduction. ### PixDiff-Fixed-morph F1 Score: 77.67. Result ID: 6a17fa53fbc373592c11a5cc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 73.46. Result ID: 6a17fa53fbc373592c11a5cb. [Reporting paper]() Recorded evaluation configuration: {"Threshold (τ)":"40"}. This record does not assert independent reproduction. ### PixDiff-Otsu F1 Score: 62.97. Result ID: 6a17fa53fbc373592c11a5cd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PixDiff-Fixed F1 Score: 53.9. Result ID: 6a17fa53fbc373592c11a5c7. [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.