Action Recognition on Daily-DA 8 classes (test)
56.27Accuracy (A)Hierarchical Bayesian Framework
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Hierarchical Bayesian FrameworkPrediction Type=Confidence-based, Epochs=70, lambda_1=inf (single model)2025.12 | 56.27 | 76.84 | 15 | 47.01 | 48.78 | |
| Hierarchical Bayesian FrameworkPrediction Type=Confidence-based, Epochs=70, lambda_1=0 (independent models)2025.12 | 56.01 | 70.92 | 15.81 | 16.45 | 39.8 | |
| Hierarchical Bayesian FrameworkPrediction Type=Confidence-based, Epochs=70, lambda_1=1e-32025.12 | 54.65 | 71.96 | 53.48 | 68.45 | 62.14 | |
| Hierarchical Bayesian FrameworkPrediction Type=Confidence-based, Epochs=70, lambda_1=1e-52025.12 | 54.54 | 72.24 | 15.22 | 17.09 | 39.77 | |
| Hierarchical Bayesian FrameworkPrediction Type=Confidence-based, Epochs=70, lambda_1=1e-12025.12 | 53.49 | 68.83 | 47.54 | 70.28 | 60.04 | |
| Hierarchical Bayesian FrameworkEpochs=140, lambda_1=1e-32025.12 | 53 | 71.27 | 15.74 | 29.48 | 42.37 | |
| Hierarchical Bayesian FrameworkPrediction Type=Center-based, Epochs=70, lambda_1=1e-12025.12 | 42.29 | 67.1 | 36.42 | 70.88 | 54.17 | |
| Attention and Moment Alignment2025.12 | 29.95 | 48.33 | 36.75 | 64.36 | 44.85 | |
| Hierarchical Bayesian FrameworkPrediction Type=Center-based, Epochs=70, lambda_1=1e-32025.12 | 28.19 | 64.47 | 14.99 | 25.27 | 33.23 | |
| Hierarchical Bayesian FrameworkPrediction Type=Center-based, Epochs=70, lambda_1=1e-52025.12 | 14.1 | 7.9 | 12.41 | 14.99 | 12.35 | |
| Hierarchical Bayesian FrameworkPrediction Type=Center-based, Epochs=70, lambda_1=0 (independent models)2025.12 | 10.57 | 10.53 | 12.41 | 8.14 | 10.41 |