# Gesture Recognition on Chalearn IsoGD Source: [Gesture Recognition on Chalearn IsoGD]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:06.807Z Evaluation of Gesture Recognition performance on the Chalearn IsoGD dataset, typically measured by 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 | Gesture Recognition | | Dataset (including any stated split) | Chalearn IsoGD | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DTN (CAPF) | 66.79 | Not recorded | 68fa6b7f1e209131cea2e996 | | DTN | 60.87 | Not recorded | 68fa6b7f1e209131cea2e996 | | DTN | 60.17 | Not recorded | 68fa6b7f1e209131cea2e996 | | attention+LSTM | 55.98 | Not recorded | 68fa6b7f1e209131cea2e996 | | 3DCNN+LSTM | 55.29 | Not recorded | 68fa6b7f1e209131cea2e996 | | AHL | 54.14 | Not recorded | 68fa6b7f1e209131cea2e996 | | attention+LSTM | 53.28 | Not recorded | 68fa6b7f1e209131cea2e996 | | 3DCNN+LSTM | 51.31 | Not recorded | 68fa6b7f1e209131cea2e996 | | 3DCNN+LSTM | 49.81 | Not recorded | 68fa6b7f1e209131cea2e996 | | AHL | 48.96 | Not recorded | 68fa6b7f1e209131cea2e996 | | ResC3D | 48.44 | Not recorded | 68fa6b7f1e209131cea2e996 | | ResC3D | 45.07 | Not recorded | 68fa6b7f1e209131cea2e996 | | AHL | 44.88 | Not recorded | 68fa6b7f1e209131cea2e996 | | c-ConvNet | 44.8 | Not recorded | 68fa6b7f1e209131cea2e996 | | C3D-gesture | 40.49 | Not recorded | 68fa6b7f1e209131cea2e996 | | c-ConvNet | 40.08 | Not recorded | 68fa6b7f1e209131cea2e996 | | C3D-gesture | 37.28 | Not recorded | 68fa6b7f1e209131cea2e996 | | c-ConvNet | 36.6 | Not recorded | 68fa6b7f1e209131cea2e996 | ### DTN (CAPF) Accuracy: 66.79. Result ID: 698e9091ffc3901de09eb173. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"RGB+Depth"}. This record does not assert independent reproduction. ### DTN Accuracy: 60.87. Result ID: 698e9091ffc3901de09eb168. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. ### DTN Accuracy: 60.17. Result ID: 698e9091ffc3901de09eb16f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### attention+LSTM Accuracy: 55.98. Result ID: 698e9091ffc3901de09eb167. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. ### 3DCNN+LSTM Accuracy: 55.29. Result ID: 698e9091ffc3901de09eb172. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB+Depth"}. This record does not assert independent reproduction. ### AHL Accuracy: 54.14. Result ID: 698e9091ffc3901de09eb171. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB+Depth"}. This record does not assert independent reproduction. ### attention+LSTM Accuracy: 53.28. Result ID: 698e9091ffc3901de09eb16e. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### 3DCNN+LSTM Accuracy: 51.31. Result ID: 698e9091ffc3901de09eb166. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. ### 3DCNN+LSTM Accuracy: 49.81. Result ID: 698e9091ffc3901de09eb16d. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### AHL Accuracy: 48.96. Result ID: 698e9091ffc3901de09eb16c. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### ResC3D Accuracy: 48.44. Result ID: 698e9091ffc3901de09eb16b. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### ResC3D Accuracy: 45.07. Result ID: 698e9091ffc3901de09eb165. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. ### AHL Accuracy: 44.88. Result ID: 698e9091ffc3901de09eb164. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. ### c-ConvNet Accuracy: 44.8. Result ID: 698e9091ffc3901de09eb170. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"RGB+Depth"}. This record does not assert independent reproduction. ### C3D-gesture Accuracy: 40.49. Result ID: 698e9091ffc3901de09eb16a. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### c-ConvNet Accuracy: 40.08. Result ID: 698e9091ffc3901de09eb169. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Depth"}. This record does not assert independent reproduction. ### C3D-gesture Accuracy: 37.28. Result ID: 698e9091ffc3901de09eb163. [Reporting paper]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. ### c-ConvNet Accuracy: 36.6. Result ID: 698e9091ffc3901de09eb162. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"RGB"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.