OpenCodePapers
action-recognition-in-videos-on-thumos14
Action Recognition
Action Recognition In Videos
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mAP@0.5
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mAP@0.1
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mAP@0.2
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mAP@0.3
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mAP@0.4
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ModelName
ReleaseDate
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BMN: Boundary-Matching Network for Temporal Action Proposal Generation
✓ Link
38.8
56.0
47.4
BMN
2019-07-23
Multi-granularity Generator for Temporal Action Proposal
37.4
53.9
46.8
MGG UNet
2018-11-28
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
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36.9
53.5
45.0
BSN
2018-06-08
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection
36.1
56.9
54.7
51.2
43.0
Two-stream R-C3D (Sum) + OHEM
2019-06-05
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection
35.8
57.4
54.9
51.1
43.1
Single-stream R-C3D + OHEM
2019-06-05
Temporal Action Detection with Structured Segment Networks
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29.8
66.0
59.4
51.9
41.0
SSN
2017-04-20
Temporal Context Network for Activity Localization in Videos
25.6
33.3
Dai et. al.
2017-08-08
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals
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24.5
46.3
35.3
TURN
2017-03-17
Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs
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19.0
47.7
43.5
36.3
28.7
Shou et. al.
2016-01-09
End-to-end Learning of Action Detection from Frame Glimpses in Videos
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17.1
48.9
44.0
36.0
26.4
Yeung et. al.
2015-11-22
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