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Models/XKD (ViT-B/112/16)

XKD (ViT-B/112/16)

Reported on 8 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Robots4 results

Activity RecognitiononKinetics-400
Top-1 accuracy %· 2022-11-25
77.6
SOTA
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929
Activity RecognitiononKinetics-400
Top-5 Accuracy %· 2022-11-25
92.9
SOTA
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929
Activity RecognitiononUCF101
3-fold Accuracy· 2022-11-25
94.1
best: 99.7 (FTP-UniFormerV2-L/14)
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929
Activity RecognitiononHMDB51
Top-1 Accuracy· 2022-11-25
69
best: 79.7 (MVD (ViT-B))
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929

Time Series4 results

Action RecognitiononKinetics-400
Top-1 accuracy %· 2022-11-25
77.6
SOTA
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929
Action RecognitiononKinetics-400
Top-5 Accuracy %· 2022-11-25
92.9
SOTA
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929
Action RecognitiononUCF101
3-fold Accuracy· 2022-11-25
94.1
best: 99.7 (FTP-UniFormerV2-L/14)
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929
Action RecognitiononHMDB51
Top-1 Accuracy· 2022-11-25
69
best: 79.7 (MVD (ViT-B))
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning arXiv:2211.13929