# Change Detection on OSCD 30 (val) Source: [Change Detection on OSCD 30 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:19.723Z Evaluation of Change Detection performance on the validation split of the OSCD 30 dataset, reporting Precision, Recall, and F1 scores. 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) | OSCD 30 (val) | | Metric | Precision | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | SeCo | 74.7 | Not recorded | 68fa6b631e209131cea2dfb0 | | U-Net | 70.53 | Not recorded | 68fa6b631e209131cea2dfb0 | | U-Net | 70.42 | Not recorded | 68fa6b631e209131cea2dfb0 | | SeCo | 65.47 | Not recorded | 68fa6b631e209131cea2dfb0 | | MoCo-v2 | 64.49 | Not recorded | 68fa6b631e209131cea2dfb0 | | Ours | 61.8 | Not recorded | 68fa6b631e209131cea2dfb0 | | DeepLab-v3 | 51.63 | Not recorded | 68fa6b631e209131cea2dfb0 | | Ours | 37.52 | Not recorded | 68fa6b631e209131cea2dfb0 | | MoCo-v2 | 29.21 | Not recorded | 68fa6b631e209131cea2dfb0 | | VCA | 9.92 | Not recorded | 68fa6b631e209131cea2dfb0 | ### SeCo Precision: 74.7. Result ID: 698e8636ffc3901de09e550e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"S (Self-supervision only)"}. This record does not assert independent reproduction. ### U-Net Precision: 70.53. Result ID: 698e8636ffc3901de09e5506. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"F (Full Supervision)","Weight Initialization":"random"}. This record does not assert independent reproduction. ### U-Net Precision: 70.42. Result ID: 698e8636ffc3901de09e5507. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"F (Full Supervision)","Weight Initialization":"ImageNet"}. This record does not assert independent reproduction. ### SeCo Precision: 65.47. Result ID: 698e8636ffc3901de09e5509. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"S+F (Self-supervised pre-training followed by fully supervised fine-tuning)"}. This record does not assert independent reproduction. ### MoCo-v2 Precision: 64.49. Result ID: 698e8636ffc3901de09e5508. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"S+F (Self-supervised pre-training followed by fully supervised fine-tuning)"}. This record does not assert independent reproduction. ### Ours Precision: 61.8. Result ID: 698e8636ffc3901de09e550b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"S+F (Self-supervised pre-training followed by fully supervised fine-tuning)","Mode":"fine-tuned"}. This record does not assert independent reproduction. ### DeepLab-v3 Precision: 51.63. Result ID: 698e8636ffc3901de09e550a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"F (Full Supervision)","Weight Initialization":"ImageNet"}. This record does not assert independent reproduction. ### Ours Precision: 37.52. Result ID: 698e8636ffc3901de09e550f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"S (Self-supervision only)"}. This record does not assert independent reproduction. ### MoCo-v2 Precision: 29.21. Result ID: 698e8636ffc3901de09e550d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"S (Self-supervision only)"}. This record does not assert independent reproduction. ### VCA Precision: 9.92. Result ID: 698e8636ffc3901de09e550c. [Reporting paper]() Recorded evaluation configuration: {"Supervision":"S (Self-supervision only)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.