# Direction Prediction on AVE (test) Source: [Direction Prediction on AVE (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:00.459Z Evaluation of Direction Prediction performance on the test split of the AVE dataset, reporting metrics such as 10-class and 28-class 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 | Direction Prediction | | Dataset (including any stated split) | AVE (test) | | Metric | Accuracy (10-class) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Accuracy (10-class)](): Higher is better; unit: PERCENT. - [Accuracy (28-class)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (10-class) | Result date | Report paper | | --- | --- | --- | --- | | AVSGS | 38.9 | Not recorded | 68fa6dc21e209131cea3be71 | | ASMP | 38.5 | Not recorded | 68fa6dc21e209131cea3be71 | | Sound of Motion (SofM) | 31.2 | Not recorded | 68fa6dc21e209131cea3be71 | | Cyclic Co-Learn | 30.7 | Not recorded | 68fa6dc21e209131cea3be71 | | Co-Separation | 30.2 | Not recorded | 68fa6dc21e209131cea3be71 | | Majority Vote | 29.2 | Not recorded | 68fa6dc21e209131cea3be71 | ### AVSGS Accuracy (10-class): 38.9. Result ID: 698fe6133a6c314849fca66d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ASMP Accuracy (10-class): 38.5. Result ID: 698fe6133a6c314849fca66e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Sound of Motion (SofM) Accuracy (10-class): 31.2. Result ID: 698fe6133a6c314849fca66a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cyclic Co-Learn Accuracy (10-class): 30.7. Result ID: 698fe6133a6c314849fca66b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-Separation Accuracy (10-class): 30.2. Result ID: 698fe6133a6c314849fca66c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Majority Vote Accuracy (10-class): 29.2. Result ID: 698fe6133a6c314849fca669. [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.