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PKU-MMD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionPKU-MMD (Part II)
Accuracy76.8
90
Action RecognitionPKU-MMD Part I
Accuracy94.5
74
Action RecognitionPKU-MMD 46/5 I (Xsub)
Accuracy79.1
43
Action RecognitionPKU-MMD (XSub)
Top-1 Acc97.5
43
Action RecognitionPKU-MMD II (xsub)
Accuracy64.3
42
Skeleton-based Temporal Action SegmentationPKU-MMD (X-sub)
Accuracy76.2
35
Action RecognitionPKU-MMD Cross-Subject
Accuracy95.8
32
Action RecognitionPKU-MMD Cross-View
Accuracy98.7
26
Skeleton-based action recognitionPKU-MMD Phase I (cross-subject)
Accuracy96.2
26
Skeleton-based Action RecognitionPKU-MMD Part II
Accuracy59.9
21
Skeleton-based Temporal Action SegmentationPKU-MMD (X-view)
Accuracy76.5
21
Skeleton-based Action RecognitionPKU-MMD II (x-sub)
Top-1 Acc59.7
21
Skeleton-based Action RecognitionPKU-MMD Part I
Accuracy92.8
17
Person IdentificationPKU MMD-AB View+ (same-activity)
Rank-1 Acc86.83
15
Skeleton Action RecognitionPKU-MMD I (Xsub 46/5 split)
Accuracy89.2
14
Temporal Action SegmentationPKU-MMD X-view v2
Accuracy77
13
Skeleton Action RecognitionPKU-MMD (46/5 split)
Top-1 Accuracy85.15
12
Action RecognitionPKU-MMD cross-view Xview (39/12)
Top-1 Accuracy64.2
12
Action RecognitionPKU-MMD cross-view Xview (46/5)
Top-1 Accuracy89.5
12
Action RecognitionPKU-MMD cross-subject (39/12)
Top-1 Accuracy63.9
12
Zero-Shot Skeleton Action RecognitionPKU-MMD Xsub (46/5 random split)
ZSL Top-1 Acc77.5
10
Action RecognitionPKU-MMD (46/5)
ZSL Accuracy73.5
9
Action RecognitionPKU-MMD (random split)
ZSL Accuracy78.26
9
Skeleton-based Action RecognitionPKU-MMD (random-split)
ZSL Accuracy71.05
9
Action RecognitionPKU-MMD 39/12 Split I (Xview)
Accuracy58.7
8
Showing 25 of 41 rows