# Repair Ranking on Edge Bank Hard 1,360 tasks Source: [Repair Ranking on Edge Bank Hard 1,360 tasks]() Collection index: [llms.txt]() Data updated: 2026-05-12T15:43:19.066Z Evaluation of model performance on the Edge Bank Hard 1,360 tasks dataset, focusing on repair ranking metrics such as Valid@K, MRR, and Parent metrics. 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 | Repair Ranking | | Dataset (including any stated split) | Edge Bank Hard 1,360 tasks | | Metric | Valid@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Valid@1](): Higher is better; unit: PERCENT. - [Valid@3](): Higher is better; unit: PERCENT. - [MRR (Valid)](): Higher is better; unit: PERCENT. - [Parent@3](): Higher is better; unit: PERCENT. - [Parent MRR](): Higher is better; unit: PERCENT. ## Recorded results | Method | Valid@1 | Result date | Report paper | | --- | --- | --- | --- | | C2LT-3D Learned Seam Prior | 66.69 | Not recorded | 6a02b47bdbc836b87d824c2a | | Dense Support Verifier | 24.56 | Not recorded | 6a02b47bdbc836b87d824c2a | | C2LT-3D Seam Head Only | 23.97 | Not recorded | 6a02b47bdbc836b87d824c2a | | Nearest-Neighbor Heuristic | 12.21 | Not recorded | 6a02b47bdbc836b87d824c2a | | C2LT-3D w/o Partition | 7.65 | Not recorded | 6a02b47bdbc836b87d824c2a | ### C2LT-3D Learned Seam Prior Valid@1: 66.69. Result ID: 6a034a8547f34ce924e88572. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Learned Seam Prior"}. This record does not assert independent reproduction. ### Dense Support Verifier Valid@1: 24.56. Result ID: 6a034a8547f34ce924e8856f. [Reporting paper]() Recorded evaluation configuration: {"Type":"External verifier control"}. This record does not assert independent reproduction. ### C2LT-3D Seam Head Only Valid@1: 23.97. Result ID: 6a034a8547f34ce924e88570. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Seam Head Only"}. This record does not assert independent reproduction. ### Nearest-Neighbor Heuristic Valid@1: 12.21. Result ID: 6a034a8547f34ce924e8856e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C2LT-3D w/o Partition Valid@1: 7.65. Result ID: 6a034a8547f34ce924e88571. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Partitioning":"None"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.