NTU RGB+D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NTU-RGB+D (X-Sub)
93.6Accuracy
10
NTU-RGB+D Few vs. Many (Meaningful split)
90AUC
10
NTU-RGB+D Few vs. Many (Random split)
0.86AUC
10
NTU-RGB+D 120
74.7FAA
9
NTU RGB+D 120 (random split)
90.04ZSL Accuracy
9
NTU RGB+D 60 (random split)
86.75ZSL Accuracy
9
NTU RGB+D 120 Few-Shot
86.4Median Top-1 Acc
9
NTU RGB+D Mutual Action Subset 1.0 (Cross-View)
93.5Accuracy
9
NTU RGB+D Mutual Action Subset 1.0 (Cross-Subject)
90.5Accuracy
9
NTU RGB+D Cross-View (CV)
67.53Accuracy
8
NTU-RGB+D 60
28.48Top-1 Accuracy
8
NTU-RGB+D Xset 120 (110/10 Split)
77.1Accuracy
8
NTU-RGB+D Xview 60 (48/12 Split)
65.9Accuracy
8
NTU RGB+D Cross-Setup 120
94Accuracy
8
NTU RGB+D X-Set120
91.4Top-1 Acc (E4)
8
NTU-RGB+D 120 (60/60)
19.63Accuracy
7
NTU-RGB+D 120 (80/40)
0.284Accuracy
7
NTU-RGB+D 60 (30/30)
23.52Accuracy
7
NTU-2D RGB+D (Cross-View)
0.295MMDa
6
NTU-RGB+D (Cross-View)
75.69Error (t+1)
6
NTU-RGB+D (Cross-Subject)
70.32Prediction Error Horizon 1
6
NTU RGB+D hrnet2d 60 (X-view)
98.5Accuracy
6
NTU RGB+D
88.3Top-1 Acc
4
NTU RGB+D 120
59.3Punch
4
NTU RGB+D 60 120 (offline evaluation)
99.3Accuracy
4