Methods | UCF-101 | HMDB-51 |
---|---|---|
Slow fusion spatiotemporal [8] | 36% | 36% |
Improved dense trajectories (IDT) [20] | 85.9% | 57.2% |
Two stream (averaging fusion) [10] | 86.2% | – |
Two stream (SVM fusion) [10] | 87.0% | – |
Two stream of good practice [12] | 90.2% | – |
Our gating stream + good practice of [12] (VGG-16 gating) | 91% | – |
Temporal segment network [23] | 93.86% | 69.93% |
Our gating stream + temporal segment network of [23] (VGG-16 gating) | 94.1% | 70% |