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J-HMDB
Action Detection on J-HMDB
Metric: Video-mAP 0.5 (higher is better)
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Video-mAP 0.5 (best first)
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#
Model
↕
Video-mAP 0.5
▼
Extra Data
Paper
Date
↕
Code
1
HIT
88.1
No
Holistic Interaction Transformer Network for Act...
2022-10-23
Code
2
HISAN (ResNet-101 + FPN)
86.49
No
-
-
-
3
YOWO + LFB
85.9
No
You Only Watch Once: A Unified CNN Architecture ...
2019-11-15
Code
4
YOWO
85.7
No
You Only Watch Once: A Unified CNN Architecture ...
2019-11-15
Code
5
HISAN (VGG-16)
84.02
No
-
-
-
6
MOC
80.5
No
Actions as Moving Points
2020-01-14
Code
7
Faster-RCNN + two-stream I3D conv
78.6
No
AVA: A Video Dataset of Spatio-temporally Locali...
2017-05-23
Code
8
T-CNN
76.9
No
Tube Convolutional Neural Network (T-CNN) for Ac...
2017-03-30
Code
9
Two-in-one Two Stream
74.74
No
Dance with Flow: Two-in-One Stream Action Detect...
2019-04-01
Code
10
DTS
74.3
No
Finding Action Tubes with a Sparse-to-Dense Fram...
2020-08-30
-
11
TACNet
73.4
No
TACNet: Transition-Aware Context Network for Spa...
2019-05-31
-
12
MR-TS R-CNN
73.09
No
-
-
-
13
TS R-CNN
70.6
No
-
-
-
14
Two-in-one
57.96
No
Dance with Flow: Two-in-One Stream Action Detect...
2019-04-01
Code
15
Actionnness
56.4
No
Actionness Estimation Using Hybrid Fully Convolu...
2016-04-25
-
16
Action Tubes
53.3
No
Finding Action Tubes
2014-11-21
Code
#1
HIT
SOTA
88.1
Video-mAP 0.5
· 2022-10-23
Holistic Interaction Transformer Network for Action Detection
Code
#2
HISAN (ResNet-101 + FPN)
86.49
Video-mAP 0.5
No paper
#3
YOWO + LFB
SOTA
85.9
Video-mAP 0.5
· 2019-11-15
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization
Code
#4
YOWO
85.7
Video-mAP 0.5
· 2019-11-15
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization
Code
#5
HISAN (VGG-16)
84.02
Video-mAP 0.5
No paper
#6
MOC
80.5
Video-mAP 0.5
· 2020-01-14
Actions as Moving Points
Code
#7
Faster-RCNN + two-stream I3D conv
SOTA
78.6
Video-mAP 0.5
· 2017-05-23
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions
Code
#8
T-CNN
SOTA
76.9
Video-mAP 0.5
· 2017-03-30
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
Code
#9
Two-in-one Two Stream
74.74
Video-mAP 0.5
· 2019-04-01
Dance with Flow: Two-in-One Stream Action Detection
Code
#10
DTS
74.3
Video-mAP 0.5
· 2020-08-30
Finding Action Tubes with a Sparse-to-Dense Framework
#11
TACNet
73.4
Video-mAP 0.5
· 2019-05-31
TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection
#12
MR-TS R-CNN
73.09
Video-mAP 0.5
No paper
#13
TS R-CNN
70.6
Video-mAP 0.5
No paper
#14
Two-in-one
57.96
Video-mAP 0.5
· 2019-04-01
Dance with Flow: Two-in-One Stream Action Detection
Code
#15
Actionnness
SOTA
56.4
Video-mAP 0.5
· 2016-04-25
Actionness Estimation Using Hybrid Fully Convolutional Networks
#16
Action Tubes
SOTA
53.3
Video-mAP 0.5
· 2014-11-21
Finding Action Tubes
Code