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SOTA
Online Action Detection
Online Action Detection On Thumos 14
Online Action Detection On Thumos 14
Metrics
mAP
Results
Performance results of various models on this benchmark
Columns
Model Name
mAP
Paper Title
Repository
GateHUB (RGB only)
66.5
GateHUB: Gated History Unit with Background Suppression for Online Action Detection
-
Colar
66.9
Colar: Effective and Efficient Online Action Detection by Consulting Exemplars
-
OadTR
65.2
OadTR: Online Action Detection with Transformers
-
WOAD
67.1
WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos
-
OadTR-b2
64.5
Continual Transformers: Redundancy-Free Attention for Online Inference
-
LSTR
69.5
Long Short-Term Transformer for Online Action Detection
-
MiniROAD
71.8
MiniROAD: Minimal RNN Framework for Online Action Detection
TRN
62.1
Temporal Recurrent Networks for Online Action Detection
-
CoOadTR-b1
-
Continual Transformers: Redundancy-Free Attention for Online Inference
-
Colar(RGB only)
58.6
Colar: Effective and Efficient Online Action Detection by Consulting Exemplars
-
OadTR
64.2
Continual Transformers: Redundancy-Free Attention for Online Inference
-
OadTR-b1
63.9
Continual Transformers: Redundancy-Free Attention for Online Inference
-
GateHUB
70.7
GateHUB: Gated History Unit with Background Suppression for Online Action Detection
-
CoOadTR-b2
64.4
Continual Transformers: Redundancy-Free Attention for Online Inference
-
GateHUB(TimeSformer)
72.5
GateHUB: Gated History Unit with Background Suppression for Online Action Detection
-
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