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Benchmarks
Action Recognition (Dense Labeling) on MultiTHUMOS (test)
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36.4
mAP
latent super-events
12.376
18.613
24.85
31.087
Jul 21, 2015
Dec 12, 2015
May 5, 2016
Sep 27, 2016
Feb 18, 2017
Jul 13, 2017
Dec 5, 2017
mAP
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP
latent super-events
backbone=I3D
2017.12
36.4
I3D + Temporal Pyramid
pyramid level=3
2017.12
31.2
I3D + LSTM
2017.12
29.9
MultiLSTM
Feature=LSTM + i + a + o
2015.07
29.7
Predictive-corrective
2017.12
29.7
I3D baseline
type=baseline
2017.12
29.7
Multi-LSTM
2017.12
29.6
LSTM + i + a
Feature=input connecti...
2015.07
29.1
LSTM + i
Feature=input connecti...
2015.07
28.7
LSTM
Implementation=in the...
2015.07
28.1
Two-stream + LSTM
2017.12
28.1
Two-stream CNN
Optical Flow=single-fr...
2015.07
27.6
Two-stream
2017.12
27.6
Single-frame CNN
Backbone=VGG-16
2015.07
25.4
IDT
2015.07
13.3
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