Data-driven Optimization of Folk Dance Inheritance and Protection Strategies and Their Realization Paths
Sep 26, 2025
About this article
Published Online: Sep 26, 2025
Received: Jan 12, 2025
Accepted: Apr 27, 2025
DOI: https://doi.org/10.2478/amns-2025-1056
Keywords
© 2025 Wenjing Zhou, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Results of the effectiveness of the overall network structure
| Model | top-1 | Model size(MB) |
|---|---|---|
| Baseline model | 83.46 | 65.92 |
| MTSGCN | 92.21 | 252.23 |
The accuracy of three input modes on two data sets
| Data set | Network model | Rgb(%) | Flow(%) | Rgb+Flow(%) |
|---|---|---|---|---|
| Data set 1 | Network model 1 | 82.84 | 86.11 | 88.37 |
| Network model 2 | 83.78 | 87.46 | 93.81 | |
| Network model 3 | 86.44 | 91.75 | 97.41 | |
| Data set 2 | Network model 1 | 59.12 | 61.08 | 72.09 |
| Network model 2 | 61.62 | 64.13 | 73.05 | |
| Network model 3 | 65.95 | 66.05 | 77.39 |
Different methods are based on data set 1 and number 2
| Model | Data set 1 | Data set 2 |
|---|---|---|
| ST-ResNet | 87.81 | 80.55 |
| KVMF | 84.23 | 74.08 |
| TBN | 91.16 | 72.11 |
| ActionVLAD | 85.62 | 73.32 |
| STRA-Net | 78.21 | 71.73 |
| MTSGCN | 97.06 | 89.01 |