# Edge Detection on BSDS 500 (test) Source: [Edge Detection on BSDS 500 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-24T13:15:33.296Z Evaluation of Edge Detection performance on the test split of the BSDS 500 dataset, reporting ODS and OIS 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 | Edge Detection | | Dataset (including any stated split) | BSDS 500 (test) | | Metric | ODS | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [ODS](): Higher is better; unit: PERCENT. - [OIS](): Higher is better; unit: PERCENT. ## Recorded results | Method | ODS | Result date | Report paper | | --- | --- | --- | --- | | MEMO | 87.3 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MEMO | 86.5 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | SAUGE | 85.7 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MEMO | 85.5 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | SAUGE | 85.4 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MuGE | 85 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MEMO | 84.6 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MuGE | 84.5 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | UAED | 84.1 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | UAED | 83.8 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | UAED | 74.7 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MuGE | 74.5 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | MuGE | 74.2 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | UAED | 73.9 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | SAUGE | 70.6 | Not recorded | 69c21a6b0636e5bf4afc46b2 | | SAUGE | 70.5 | Not recorded | 69c21a6b0636e5bf4afc46b2 | ### MEMO ODS: 87.3. Result ID: 69c28e6a47f34ce924aac7a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### MEMO ODS: 86.5. Result ID: 69c28e6a47f34ce924aac7a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### SAUGE ODS: 85.7. Result ID: 69c28e6a47f34ce924aac7a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### MEMO ODS: 85.5. Result ID: 69c28e6a47f34ce924aac7ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### SAUGE ODS: 85.4. Result ID: 69c28e6a47f34ce924aac79f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### MuGE ODS: 85. Result ID: 69c28e6a47f34ce924aac7a2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### MEMO ODS: 84.6. Result ID: 69c28e6a47f34ce924aac7a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### MuGE ODS: 84.5. Result ID: 69c28e6a47f34ce924aac79e. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### UAED ODS: 84.1. Result ID: 69c28e6a47f34ce924aac7a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### UAED ODS: 83.8. Result ID: 69c28e6a47f34ce924aac79d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"SEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### UAED ODS: 74.7. Result ID: 69c28e6a47f34ce924aac7a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### MuGE ODS: 74.5. Result ID: 69c28e6a47f34ce924aac7aa. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### MuGE ODS: 74.2. Result ID: 69c28e6a47f34ce924aac7a6. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### UAED ODS: 73.9. Result ID: 69c28e6a47f34ce924aac7a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. ### SAUGE ODS: 70.6. Result ID: 69c28e6a47f34ce924aac7ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"11"}. This record does not assert independent reproduction. ### SAUGE ODS: 70.5. Result ID: 69c28e6a47f34ce924aac7a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"CEval","Granularity Scale (M)":"3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.