# Cloud Detection on Biome Source: [Cloud Detection on Biome]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:40.640Z Evaluation of Cloud Detection performance on the Biome dataset, reporting mIoU and Accuracy. 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 | Cloud Detection | | Dataset (including any stated split) | Biome | | Metric | mIoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [mIoU](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | CloudMatch | 83.39 | Not recorded | 695f39e453fdd5c361743d44 | | CloudMatch | 82.15 | Not recorded | 695f39e453fdd5c361743d44 | | CloudMatch | 81.8 | Not recorded | 695f39e453fdd5c361743d44 | | DSSN | 81.26 | Not recorded | 695f39e453fdd5c361743d44 | | UniMatch | 80.24 | Not recorded | 695f39e453fdd5c361743d44 | | UniMatch | 80.042 | Not recorded | 695f39e453fdd5c361743d44 | | UniMatch | 79.239 | Not recorded | 695f39e453fdd5c361743d44 | | DSSN | 78.89 | Not recorded | 695f39e453fdd5c361743d44 | | CorrMatch | 77.65 | Not recorded | 695f39e453fdd5c361743d44 | | DSSN | 77.08 | Not recorded | 695f39e453fdd5c361743d44 | | CorrMatch | 76.7 | Not recorded | 695f39e453fdd5c361743d44 | | CorrMatch | 76.56 | Not recorded | 695f39e453fdd5c361743d44 | | SSCDnet | 75.76 | Not recorded | 695f39e453fdd5c361743d44 | | SSCDnet | 74.21 | Not recorded | 695f39e453fdd5c361743d44 | | SSCDnet | 72.17 | Not recorded | 695f39e453fdd5c361743d44 | ### CloudMatch mIoU: 83.39. Result ID: 6997df205698665ec437c39c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label Ratio":"1/4 (2592)","Backbone":"Default","GPU (MB)":17892,"time (min)":23}. This record does not assert independent reproduction. ### CloudMatch mIoU: 82.15. Result ID: 6997df205698665ec437c39d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label Ratio":"1/8 (1296)","Backbone":"Default","GPU (MB)":17892,"time (min)":23}. This record does not assert independent reproduction. ### CloudMatch mIoU: 81.8. Result ID: 6997df205698665ec437c39e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label Ratio":"1/16 (648)","Backbone":"Default","GPU (MB)":17892,"time (min)":23}. This record does not assert independent reproduction. ### DSSN mIoU: 81.26. Result ID: 6997df205698665ec437c393. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label Ratio":"1/4 (2592)","Backbone":"Default","GPU (MB)":16372,"time (min)":17}. This record does not assert independent reproduction. ### UniMatch mIoU: 80.24. Result ID: 6997df205698665ec437c398. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label Ratio":"1/16 (648)","Backbone":"Default","GPU (MB)":12540,"time (min)":12}. This record does not assert independent reproduction. ### UniMatch mIoU: 80.042. Result ID: 6997df205698665ec437c397. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label Ratio":"1/8 (1296)","Backbone":"Default","GPU (MB)":12540,"time (min)":12}. This record does not assert independent reproduction. ### UniMatch mIoU: 79.239. Result ID: 6997df205698665ec437c396. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label Ratio":"1/4 (2592)","Backbone":"Default","GPU (MB)":12540,"time (min)":12}. This record does not assert independent reproduction. ### DSSN mIoU: 78.89. Result ID: 6997df205698665ec437c394. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label Ratio":"1/8 (1296)","Backbone":"Default","GPU (MB)":16372,"time (min)":17}. This record does not assert independent reproduction. ### CorrMatch mIoU: 77.65. Result ID: 6997df205698665ec437c39a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label Ratio":"1/8 (1296)","Backbone":"Default","GPU (MB)":18016,"time (min)":24}. This record does not assert independent reproduction. ### DSSN mIoU: 77.08. Result ID: 6997df205698665ec437c395. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Label Ratio":"1/16 (648)","Backbone":"Default","GPU (MB)":16372,"time (min)":17}. This record does not assert independent reproduction. ### CorrMatch mIoU: 76.7. Result ID: 6997df205698665ec437c399. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label Ratio":"1/4 (2592)","Backbone":"Default","GPU (MB)":18016,"time (min)":24}. This record does not assert independent reproduction. ### CorrMatch mIoU: 76.56. Result ID: 6997df205698665ec437c39b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Label Ratio":"1/16 (648)","Backbone":"Default","GPU (MB)":18016,"time (min)":24}. This record does not assert independent reproduction. ### SSCDnet mIoU: 75.76. Result ID: 6997df205698665ec437c390. [Reporting paper]() Recorded evaluation configuration: {"Label Ratio":"1/4 (2592)","Backbone":"Default","GPU (MB)":11500,"time (min)":14}. This record does not assert independent reproduction. ### SSCDnet mIoU: 74.21. Result ID: 6997df205698665ec437c391. [Reporting paper]() Recorded evaluation configuration: {"Label Ratio":"1/8 (1296)","Backbone":"Default","GPU (MB)":11500,"time (min)":14}. This record does not assert independent reproduction. ### SSCDnet mIoU: 72.17. Result ID: 6997df205698665ec437c392. [Reporting paper]() Recorded evaluation configuration: {"Label Ratio":"1/16 (648)","Backbone":"Default","GPU (MB)":11500,"time (min)":14}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.