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FineGym

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionFineGYM
Accuracy96
29
Event SpottingFineGym
mAP67.8
23
Action RecognitionFineGym Gym99
Mean Per-Class Acc87.7
14
Action RecognitionFineGym Gym288
Mean per-class Accuracy0.509
14
Skeleton-based Action RecognitionFineGYM
Top-1 Acc96.5
12
Fine-grained action recognitionFineGym290
Accuracy46.54
12
Fine-grained action recognitionFineGym101
Accuracy49.51
12
Temporal Action DetectionFineGym (new data split)
mAP@0.120.23
10
Action RecognitionFineGYM 1.0 (test)
Accuracy95.3
9
Skeleton-based Action RecognitionFineGym (test)
Accuracy93.2
9
Skeleton-based Action RecognitionFineGym 112 (test)
Accuracy93.2
9
Video ClassificationFineGym (test)
Gym288 Score54.2
8
Video Event SpottingFineGym Start
mAP (@ delta=0)29.2
8
Video Event SpottingFineGym Full
mAP (@ delta=0)23.7
8
Category SplittingFineGym Split Subset B
Generality18.9
7
Category SplittingFineGym Subset A
Generality34.2
7
Narrative Action EvaluationFineGym NAE re-annotated (test)
mAP16.2
7
Action Quality AssessmentFineGym NAE
Spearman Correlation (ρ)0.764
7
Fine-grained Action RecognitionFineGym 288 (original clips)
Accuracy24.16
6
Fine-grained Action RecognitionFineGym99 (original clips)
Accuracy27.81
6
Event SpottingFineGym Full
mAP (delta=1)51.8
3
Event SpottingFineGym Start
mAP (delta=1)65.3
2
Action RecognitionFineGYM-99
Accuracy95.6
2
Skeleton Action RecognitionFineGYM 2D Skeleton
Mean Class Accuracy0.941
1
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