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Benchmarks
Temporal Action Detection on Penguin dataset (test)
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1
mAP@0.1
Perfect Classifier
0.532
0.6535
0.775
0.8965
Dec 6, 2023
mAP@0.1
mAP@0.3
mAP@0.5
mAP@0.7
mAP Average
Updated 3d ago
Evaluation Results
Method
Method
Links
mAP@0.1
mAP@0.3
mAP@0.5
mAP@0.7
mAP Average
Perfect Classifier
mode=upper bound
2023.12
1
0.97
0.94
0.83
0.93
R3D + ActionFormer
backbone=R3D
2023.12
0.72
0.65
0.52
0.32
0.55
reTAG (Ours)
representation=time-map
2023.12
0.66
0.64
0.58
0.43
0.58
reTAG (Ours)
representation=histogram
2023.12
0.63
0.61
0.56
0.45
0.56
Bottom-up
morphological_filterin...
2023.12
0.58
0.54
0.39
0.28
0.45
Bottom-up
morphological_filterin...
2023.12
0.55
0.48
0.3
0.2
0.38
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