DMC-Net (ResNet-18)

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots2 results

Activity RecognitiononUCF-101
3-fold Accuracy· 2019-01-11
90.9
SOTA
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition arXiv:1901.03460
Activity RecognitiononHMDB-51
Average accuracy of 3 splits· 2019-01-11
62.8
best: 88.7 (VideoMAE V2-g)
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition arXiv:1901.03460

Time Series2 results

Action RecognitiononUCF-101
3-fold Accuracy· 2019-01-11
90.9
SOTA
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition arXiv:1901.03460
Action RecognitiononHMDB-51
Average accuracy of 3 splits· 2019-01-11
62.8
best: 88.7 (VideoMAE V2-g)
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition arXiv:1901.03460