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Self Supervised Action Recognition On Ucf101 1

評価指標

3-fold Accuracy
Pretrain

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
3-fold Accuracy
Pretrain
Paper TitleRepository
CVRL (R3D-50; K400)92.2K400Spatiotemporal Contrastive Video Representation Learning-
ViCC (R2+1D; RGB)82.8UCF101Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting-
AVID91.5-Audio-Visual Instance Discrimination with Cross-Modal Agreement-
CoCLR87.9K400Self-supervised Co-training for Video Representation Learning-
ViCC (R2+1D; R+F)88.8UCF101Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting-
CVRL (R3D-50; K600)93.4K600Spatiotemporal Contrastive Video Representation Learning-
ViCC (S3D; R+F)90.5UCF101Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting-
CVRL (R3D-152 2x; K600)93.9K600Spatiotemporal Contrastive Video Representation Learning-
AVTS89.0-Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization-
BraVe:V-FA (TSM-50x2)95.7-Broaden Your Views for Self-Supervised Video Learning-
ViCC (S3D; RGB)84.3UCF101Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting-
MMV91.5-Self-Supervised MultiModal Versatile Networks-
ELo93.8-Evolving Losses for Unsupervised Video Representation Learning-
XDC95.5-Self-Supervised Learning by Cross-Modal Audio-Video Clustering-
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Self Supervised Action Recognition On Ucf101 1 | SOTA | HyperAI超神経