Action Recognition on UCF50
96.86AccuracyDualStreamHybrid – Weighted
Evaluation results
| Method | Links | |
|---|---|---|
| DualStreamHybrid – WeightedApproach=ViT-Tiny + MobileNetV2, weighted2026.04 | 96.86 | |
| DualStreamHybrid – AttentionApproach=ViT-Tiny + MobileNetV2, cross-attn2026.04 | 96.48 | |
| Hussain et al.Approach=ViT-Base/16 + LSTM2026.04 | 96.1 | |
| Mahmoud & AbdelhakimApproach=BiLSTM + Attention2026.04 | 96.04 | |
| RGB-only ViT-TinyApproach=ViT-Tiny/16, single stream2026.04 | 95.81 | |
| Reddy & ShahApproach=Action Bank features2026.04 | 57.9 |