OpenCodePapers
self-supervised-action-recognition-on-ucf101-1
Action Recognition
Self-Supervised Action Recognition
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Paper
Code
3-fold Accuracy
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Pretrain
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ModelName
ReleaseDate
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Broaden Your Views for Self-Supervised Video Learning
✓ Link
95.7
BraVe:V-FA (TSM-50x2)
2021-03-30
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
✓ Link
95.5
XDC
2019-11-28
Spatiotemporal Contrastive Video Representation Learning
✓ Link
93.9
K600
CVRL (R3D-152 2x; K600)
2020-08-09
Evolving Losses for Unsupervised Video Representation Learning
93.8
ELo
2020-02-26
Spatiotemporal Contrastive Video Representation Learning
✓ Link
93.4
K600
CVRL (R3D-50; K600)
2020-08-09
Spatiotemporal Contrastive Video Representation Learning
✓ Link
92.2
K400
CVRL (R3D-50; K400)
2020-08-09
Audio-Visual Instance Discrimination with Cross-Modal Agreement
✓ Link
91.5
AVID
2020-04-27
Self-Supervised MultiModal Versatile Networks
✓ Link
91.5
MMV
2020-06-29
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting
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90.5
UCF101
ViCC (S3D; R+F)
2021-06-18
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization
89.0
AVTS
2018-06-30
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting
✓ Link
88.8
UCF101
ViCC (R2+1D; R+F)
2021-06-18
Self-supervised Co-training for Video Representation Learning
✓ Link
87.9
K400
CoCLR
2020-10-19
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting
✓ Link
84.3
UCF101
ViCC (S3D; RGB)
2021-06-18
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting
✓ Link
82.8
UCF101
ViCC (R2+1D; RGB)
2021-06-18