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JHMDB

Benchmarks

Task NameDataset NameSOTA ResultTrend
Referring Video Object SegmentationJHMDB-Sentences (test)
Overall IoU0.783
83
Referring Video Object SegmentationJHMDB-Sentences
Overall IoU74.4
56
Referring Video SegmentationJHMDB Sentences (test)
mAP (0.5:0.95)45.8
35
Referring Video Object SegmentationJHMDB Sentences
mAP46.6
29
Action DetectionJHMDB-21
video-mAP@0.585.3
21
Pose PropagationJHMDB
PCK@0.163.1
20
Human Pose EstimationJHMDB (val)
PCK@0.159.2
19
Action RecognitionJHMDB Mean over 3 splits
Accuracy77.2
18
Video Action DetectionJHMDB21 1.0 (test)
f-mAP@0.590.2
17
Video label propagationJHMDB (val)
PCK@0.163.4
17
Referring Video SegmentationJHMDB Sentences
Precision @ 0.587.4
16
Human Pose TrackingJHMDB (val)
PCK@.168.7
15
Human Pose EstimationJHMDB
PCK@0.149.4
12
Action DetectionJHMDB (trimmed)
Video-mAP@0.580.1
12
Action DetectionJHMDB (split-1)
Brush Hair AP79.1
12
Action RecognitionJHMDB
Mean Per-Class Accuracy88.36
11
Human Pose TrackingJHMDB (split1)
PCK @ 0.168.7
11
Action DetectionJHMDB (test)
F@0.561.3
11
Pose Keypoint PropagationJHMDB split 1 (val)
PCK@0.168.7
10
Spatial TasksJHMDB
PCK@0.151.4
9
Actor and Action SegmentationJHMDB-S (val)
oIoU72.9
9
Referring Video Object SegmentationJHMDB (val)
mIoU43.7
9
Early Action RecognitionJHMDB
Accuracy83.5
9
Human Pose EstimationSub-JHMDB (test)
Head Accuracy99.9
8
Action DetectionJHMDB closed-set
F@0.592.1
7
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