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Penn-Action

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action Phase ClassificationPenn Action
Phase Classification Accuracy86.05
48
Phase classificationPenn Action (test)
Accuracy86.05
45
Video AlignmentPenn Action
Kendall's Tau0.9728
33
Action RecognitionPenn-Action (test)
Accuracy98.7
27
Pose EstimationPenn Action Dataset (test)
Head98.9
19
Action RecognitionPenn Action
Accuracy99.7
17
Human Pose EstimationPenn-Action
Head Acc98
16
Human Pose ForecastingPenn Action
PCK@0.05 (Frame 1)87.5
11
Phase ProgressionPenn Action
Progress0.6839
10
Kendall's TauPenn Action
Kendall's Tau0.7672
10
Temporal AlignmentPenn Action 11 actions (test)
Kendall's Tau0.8275
9
Pose-guided person image generationPenn Action (PA) (test)
PSNR22.94
7
2D action recognitionPenn Action
Accuracy98.6
7
Pose EstimationPenn Action
PCK99.3
6
Action Phase ProgressionPenn Action (val)
Progress0.7217
5
Phase ProgressionPenn Action 11 actions (test)
Progress73.94
5
Fine-grained frame retrievalPenn Action 11 actions subset
AP@579.49
5
Fine-grained frame retrievalPenn Action
AP@589.9
5
Progress EstimationPenn Action (test)
Progress62.52
4
2D Human Pose EstimationPenn Action (test)
Recon Error (Baseball Pitch)12.71
4
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