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Computer Vision
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Action Localization
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FineAction
Action Localization on FineAction
Metric: mAP IOU@0.75 (higher is better)
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#
Model
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mAP IOU@0.75
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Extra Data
Paper
Date
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Code
1
RDFA-S6 (InternVideo2-6B)
29.5
No
Enhancing Temporal Action Localization: Advanced...
2024-07-18
Code
2
ActionMamba(InternVideo2-6B)
28.82
No
Video Mamba Suite: State Space Model as a Versat...
2024-03-14
Code
3
DyFADet (VideoMAE v2-g)
23.7
No
DyFADet: Dynamic Feature Aggregation for Tempora...
2024-07-03
Code
4
VideoMAE V2-g
17.66
Yes
VideoMAE V2: Scaling Video Masked Autoencoders w...
2023-03-29
Code
5
BMN (i3d feaure)
8.92
No
BMN: Boundary-Matching Network for Temporal Acti...
2019-07-23
Code
6
G-TAD (i3d feature)
8.83
No
G-TAD: Sub-Graph Localization for Temporal Actio...
2019-11-26
Code
7
DBG (i3d feature)
6.43
No
Fast Learning of Temporal Action Proposal via De...
2019-11-11
Code
8
HAAN
3.95
No
Weakly-Supervised Temporal Action Detection for ...
2022-07-24
Code
9
W-TALC
3.15
No
W-TALC: Weakly-supervised Temporal Activity Loca...
2018-07-27
Code
10
D2-Net
3.02
No
D2-Net: Weakly-Supervised Action Localization vi...
2020-12-11
Code
11
ASL
0.81
No
Weakly Supervised Action Selection Learning in V...
2021-05-06
Code