DPC (Modified 3D Resnet-34)

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 RecognitiononHMDB51
Top-1 Accuracy· 2019-09-10
35.7
best: 79.7 (MVD (ViT-B))
SOTA
Video Representation Learning by Dense Predictive Coding arXiv:1909.04656
Activity RecognitiononUCF101
3-fold Accuracy· 2019-09-10
75.7
best: 99.7 (FTP-UniFormerV2-L/14)
Video Representation Learning by Dense Predictive Coding arXiv:1909.04656

Time Series2 results

Action RecognitiononHMDB51
Top-1 Accuracy· 2019-09-10
35.7
best: 79.7 (MVD (ViT-B))
SOTA
Video Representation Learning by Dense Predictive Coding arXiv:1909.04656
Action RecognitiononUCF101
3-fold Accuracy· 2019-09-10
75.7
best: 99.7 (FTP-UniFormerV2-L/14)
Video Representation Learning by Dense Predictive Coding arXiv:1909.04656