# Hand Gesture Recognition on Jester 1 (test) Source: [Hand Gesture Recognition on Jester 1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:55.221Z Evaluation of Hand Gesture Recognition performance on the test split of the Jester 1 dataset, typically measured by Top-1 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 | Hand Gesture Recognition | | Dataset (including any stated split) | Jester 1 (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DRX3D | 96.6 | Not recorded | 68fa644e1e209131cea03e2f | | 8-MFFs-3f1c | 96.28 | Not recorded | 68fa644e1e209131cea03e2f | | MFNet | 96.22 | Not recorded | 68fa644e1e209131cea03e2f | | NUDT\_PDL | 95.34 | Not recorded | 68fa644e1e209131cea03e2f | | DIN | 95.31 | Not recorded | 68fa644e1e209131cea03e2f | | DIN | 95.31 | Not recorded | 68fa645f1e209131cea0411d | | Guangming Zhu | 95.01 | Not recorded | 68fa644e1e209131cea03e2f | | SJ | 94.87 | Not recorded | 68fa644e1e209131cea03e2f | | Multiscale TRN | 94.78 | Not recorded | 68fa644e1e209131cea03e2f | | TRN | 94.78 | Not recorded | 68fa645f1e209131cea0411d | | C3D | 94.62 | Not recorded | 68fa644e1e209131cea03e2f | | Besnet | 94.23 | Not recorded | 68fa645f1e209131cea0411d | | Ford's Gesture Recognition System | 94.11 | Not recorded | 68fa645f1e209131cea0411d | | VideoLSTM | 85.86 | Not recorded | 68fa645f1e209131cea0411d | | ConvLSTM | 82.76 | Not recorded | 68fa645f1e209131cea0411d | | 20BN's Jester System | 82.34 | Not recorded | 68fa645f1e209131cea0411d | | 3D CNN | 77.85 | Not recorded | 68fa645f1e209131cea0411d | ### DRX3D Top-1 Accuracy: 96.6. Result ID: 698c2b76112aeb9460efebe1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 8-MFFs-3f1c Top-1 Accuracy: 96.28. Result ID: 698c2b76112aeb9460efebe0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"number of segments":"8","appended optical flow frames":"3","data augmentation":"1-crop"}. This record does not assert independent reproduction. ### MFNet Top-1 Accuracy: 96.22. Result ID: 698c2b76112aeb9460efebdf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NUDT\_PDL Top-1 Accuracy: 95.34. Result ID: 698c2b76112aeb9460efebde. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIN Top-1 Accuracy: 95.31. Result ID: 698c2b76112aeb9460efebdd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DIN Top-1 Accuracy: 95.31. Result ID: 698c2d79112aeb9460effafc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"BN-Inception","modalities":"RGB"}. This record does not assert independent reproduction. ### Guangming Zhu Top-1 Accuracy: 95.01. Result ID: 698c2b76112aeb9460efebdc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SJ Top-1 Accuracy: 94.87. Result ID: 698c2b76112aeb9460efebdb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Multiscale TRN Top-1 Accuracy: 94.78. Result ID: 698c2b76112aeb9460efebda. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TRN Top-1 Accuracy: 94.78. Result ID: 698c2d79112aeb9460effafb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C3D Top-1 Accuracy: 94.62. Result ID: 698c2b76112aeb9460efebd9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Besnet Top-1 Accuracy: 94.23. Result ID: 698c2d79112aeb9460effafa. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ford's Gesture Recognition System Top-1 Accuracy: 94.11. Result ID: 698c2d79112aeb9460effaf9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoLSTM Top-1 Accuracy: 85.86. Result ID: 698c2d79112aeb9460effaf8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvLSTM Top-1 Accuracy: 82.76. Result ID: 698c2d79112aeb9460effaf7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 20BN's Jester System Top-1 Accuracy: 82.34. Result ID: 698c2d79112aeb9460effaf6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3D CNN Top-1 Accuracy: 77.85. Result ID: 698c2d79112aeb9460effaf5. [Reporting paper]() [Method origin paper]() [Implementation]() 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.