Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

PKU-MMD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionPKU-MMD Part I
Accuracy94.5
53
Action RecognitionPKU-MMD (Part II)
Accuracy76.8
52
Action RecognitionPKU-MMD II (xsub)
Accuracy64.3
42
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 II (x-sub)
Top-1 Acc59.7
21
Action RecognitionPKU-MMD (XSub)
Top-1 Acc97.5
20
Action RecognitionPKU-MMD Cross-Subject
Accuracy95.8
18
Person IdentificationPKU MMD-AB View+ (same-activity)
Rank-1 Acc86.83
15
Skeleton Action RecognitionPKU-MMD I (Xsub 46/5 split)
Accuracy89.2
14
Action RecognitionPKU-MMD (random split)
ZSL Accuracy78.26
9
Skeleton-based Action RecognitionPKU-MMD (random-split)
ZSL Accuracy71.05
9
Zero-shot Action RecognitionPKU-MMD Setting I (46/5)
Accuracy87.8
8
Skeleton-based Action RecognitionPKU-MMD (unseen)
Accuracy94.73
8
Action RecognitionPKU-MMD SMIE (46/5)
Top-1 Acc70.76
8
Action DetectionPKU-MMD I (xsub)
mAPa75.7
7
Skeleton Action RecognitionPKU-MMD I Xview 39/12
Accuracy62.2
7
Skeleton Action RecognitionPKU-MMD Xsub I (39/12 split)
Accuracy61.4
7
Action ClassificationPKU-MMD pre-trained on NTU-120 II (cross-subject)
Accuracy0.616
6
Skeleton Action RecognitionPKU-MMD II one-shot
Accuracy38.3
6
Skeleton Action RecognitionPKU-MMD II (39/12 Split)
Accuracy50.2
6
Skeleton Action RecognitionPKU-MMD II (46/5 Split)
Accuracy76.3
6
Action DetectionPKU-MMD Cross-view
mAP94.2
5
Action DetectionPKU-MMD Cross-subject
mAP92.6
5
Person IdentificationPKU MMD-AB cross-activity View+
Rank-1 Acc81.44
1
Showing 25 of 25 rows