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Online Action Detection On Thumos 14

Metrics

mAP

Results

Performance results of various models on this benchmark

Paper TitleRepository
GateHUB(TimeSformer)72.5GateHUB: Gated History Unit with Background Suppression for Online Action Detection-
MiniROAD71.8MiniROAD: Minimal RNN Framework for Online Action Detection-
GateHUB70.7GateHUB: Gated History Unit with Background Suppression for Online Action Detection-
LSTR69.5Long Short-Term Transformer for Online Action Detection
WOAD67.1WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos-
Colar66.9Colar: Effective and Efficient Online Action Detection by Consulting Exemplars
GateHUB (RGB only)66.5GateHUB: Gated History Unit with Background Suppression for Online Action Detection-
OadTR65.2OadTR: Online Action Detection with Transformers
OadTR-b264.5Continual Transformers: Redundancy-Free Attention for Online Inference
CoOadTR-b264.4Continual Transformers: Redundancy-Free Attention for Online Inference
OadTR64.2Continual Transformers: Redundancy-Free Attention for Online Inference
OadTR-b163.9Continual Transformers: Redundancy-Free Attention for Online Inference
TRN62.1Temporal Recurrent Networks for Online Action Detection
Colar(RGB only)58.6Colar: Effective and Efficient Online Action Detection by Consulting Exemplars
CoOadTR-b1-Continual Transformers: Redundancy-Free Attention for Online Inference
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Online Action Detection On Thumos 14 | SOTA | HyperAI