# Motion Segmentation on Hopkins Motions 155 scenes Source: [Motion Segmentation on Hopkins Motions 155 scenes]() Collection index: [llms.txt]() Data updated: 2026-06-04T10:25:48.079Z Evaluation of motion segmentation performance on the Hopkins Motions 155 scenes dataset, measured using misclassification error and runtime. 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 | Motion segmentation | | Dataset (including any stated split) | Hopkins Motions 155 scenes | | Metric | Runtime (s) | | Unit | TIME | | Direction | Lower 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 - [Runtime (s)](): Lower is better; unit: TIME. - [Avg Misclassification Error](): Lower is better; unit: PERCENT. - [Std Dev Misclassification Error](): Lower is better; unit: PERCENT. ## Recorded results | Method | Runtime (s) | Result date | Report paper | | --- | --- | --- | --- | | Prog-X | 0.02 | Not recorded | 68fa6f131e209131cea43b61 | | Proposed | 0.04 | Not recorded | 68fa6f131e209131cea43b61 | | Multi-X | 0.95 | Not recorded | 68fa6f131e209131cea43b61 | | T-linkage | 0.95 | Not recorded | 68fa6f131e209131cea43b61 | | FRR | 0.999 | Not recorded | 68fa4fab1e209131ce964d24 | | LRR(A) | 1.9415 | Not recorded | 68fa4fab1e209131ce964d24 | | RansaCov | 2.04 | Not recorded | 68fa6f131e209131cea43b61 | | FRR | 2.2799 | Not recorded | 68fa4fab1e209131ce964d24 | | PEARL | 3.3 | Not recorded | 68fa6f131e209131cea43b61 | | SSC | 3.5445 | Not recorded | 68fa4fab1e209131ce964d24 | | LRR(A) | 3.6788 | Not recorded | 68fa4fab1e209131ce964d24 | | RPA | 4.92 | Not recorded | 68fa6f131e209131cea43b61 | | SSC | 7.8493 | Not recorded | 68fa4fab1e209131ce964d24 | | LRR | 38.5156 | Not recorded | 68fa4fab1e209131ce964d24 | | LRR | 115.314 | Not recorded | 68fa4fab1e209131ce964d24 | ### Prog-X Runtime (s): 0.02. Result ID: 699093843a6c31484901957f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction. ### Proposed Runtime (s): 0.04. Result ID: 699093843a6c31484901957e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"k needed":"no","sampler":"uniform sampling"}. This record does not assert independent reproduction. ### Multi-X Runtime (s): 0.95. Result ID: 699093843a6c314849019580. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction. ### T-linkage Runtime (s): 0.95. Result ID: 699093843a6c314849019584. [Reporting paper]() Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction. ### FRR Runtime (s): 0.999. Result ID: 6a21529cfbc373592c1da5a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LRR(A) Runtime (s): 1.9415. Result ID: 6a21529cfbc373592c1da5a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Accelerated"}. This record does not assert independent reproduction. ### RansaCov Runtime (s): 2.04. Result ID: 699093843a6c314849019583. [Reporting paper]() Recorded evaluation configuration: {"k needed":"yes"}. This record does not assert independent reproduction. ### FRR Runtime (s): 2.2799. Result ID: 6a21529cfbc373592c1da5a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PEARL Runtime (s): 3.3. Result ID: 699093843a6c314849019581. [Reporting paper]() Recorded evaluation configuration: {"k needed":"no"}. This record does not assert independent reproduction. ### SSC Runtime (s): 3.5445. Result ID: 6a21529cfbc373592c1da59f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LRR(A) Runtime (s): 3.6788. Result ID: 6a21529cfbc373592c1da5a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Accelerated"}. This record does not assert independent reproduction. ### RPA Runtime (s): 4.92. Result ID: 699093843a6c314849019582. [Reporting paper]() Recorded evaluation configuration: {"k needed":"yes"}. This record does not assert independent reproduction. ### SSC Runtime (s): 7.8493. Result ID: 6a21529cfbc373592c1da5a3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LRR Runtime (s): 38.5156. Result ID: 6a21529cfbc373592c1da5a0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LRR Runtime (s): 115.314. Result ID: 6a21529cfbc373592c1da5a4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.