UNITE

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Methodology4 results

Domain AdaptationonHMDB --> UCF (full)
Accuracy· 2023-12-05
92.5
best: 98.95 (TranSVAE)
SOTA
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training arXiv:2312.02914
Domain AdaptationonUCF --> HMDB (full)
Accuracy· 2023-12-05
95
SOTA
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training arXiv:2312.02914
Domain AdaptationonHMDBfull-to-UCF
Accuracy· 2023-12-05
92.5
SOTA
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training arXiv:2312.02914
Domain AdaptationonUCF-to-HMDBfull
Accuracy· 2023-12-05
95
SOTA
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training arXiv:2312.02914