Shuffle and Learn (AlexNet)

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· 2016-03-28
19.8
best: 79.7 (MVD (ViT-B))
SOTA
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification arXiv:1603.08561
Activity RecognitiononUCF101
3-fold Accuracy· 2016-03-28
50.9
best: 99.7 (FTP-UniFormerV2-L/14)
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification arXiv:1603.08561

Time Series2 results

Action RecognitiononHMDB51
Top-1 Accuracy· 2016-03-28
19.8
best: 79.7 (MVD (ViT-B))
SOTA
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification arXiv:1603.08561
Action RecognitiononUCF101
3-fold Accuracy· 2016-03-28
50.9
best: 99.7 (FTP-UniFormerV2-L/14)
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification arXiv:1603.08561