Table 4 Ablative study on UT-Interaction dataset (%)
From: Human activity prediction using saliency-aware motion enhancement and weighted LSTM network
Settings | SME | Weighted module | Accuracy with half videos | Accuracy with full videos |
|---|---|---|---|---|
Setting 1 | x | x | 81.0 | 89.6 |
Setting 2 | x | ✓ | 88.5 | 92.1 |
Setting 3 | ✓ | x | 81.6 | 90.2 |
Setting 4 | ✓ | ✓ | 92.6 | 96.7 |