# Direction Prediction on ASIW (test) Source: [Direction Prediction on ASIW (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:05.651Z Evaluation of Direction Prediction performance on the test split of the ASIW dataset, measured by 10-class accuracy 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) | ASIW (test) | | Metric | 10-class Acc | | 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 - [10-class Acc](): Higher is better; unit: PERCENT. - [28-class Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | 10-class Acc | Result date | Report paper | | --- | --- | --- | --- | | ASMP | 42.5 | Not recorded | 68fa6dc21e209131cea3be71 | | AVSGS | 39.2 | Not recorded | 68fa6dc21e209131cea3be71 | | Cyclic Co-Learn | 34.8 | Not recorded | 68fa6dc21e209131cea3be71 | | Co-Separation | 32.2 | Not recorded | 68fa6dc21e209131cea3be71 | | Sound of Motion (SofM) | 29.6 | Not recorded | 68fa6dc21e209131cea3be71 | | Majority Vote | 27.3 | Not recorded | 68fa6dc21e209131cea3be71 | ### ASMP 10-class Acc: 42.5. Result ID: 698fe6133a6c314849fca668. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AVSGS 10-class Acc: 39.2. Result ID: 698fe6133a6c314849fca667. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cyclic Co-Learn 10-class Acc: 34.8. Result ID: 698fe6133a6c314849fca665. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-Separation 10-class Acc: 32.2. Result ID: 698fe6133a6c314849fca666. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Sound of Motion (SofM) 10-class Acc: 29.6. Result ID: 698fe6133a6c314849fca664. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Majority Vote 10-class Acc: 27.3. Result ID: 698fe6133a6c314849fca663. [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.