Skeleton Action Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
NTU-120 (96/24 random split)	FDSM	Accuracy66.52	34	5d ago
NTU RGB+D Cross-Subject (Xsub) 120	Ours (BHaRNet-P)	Accuracy94.8	29	1mo ago
NTU-120 (110/10 random split)	FDSM	Top-1 Accuracy75.24	24	5d ago
NTU-60 (55/5 random split)	SynSE (+ CADA-VAE's GZSL)	Seen Accuracy82.7	23	5d ago
PKU Part II (test)	3s-ASMa	Accuracy77.2	21	1mo ago
NTU-60 (48/12 random split)	SynSE (+ CADA-VAE's GZSL)	Seen Accuracy87.63	15	5d ago
PKU-MMD I (Xsub 46/5 split)	Neuron	Accuracy89.2	14	1mo ago
NTU, PKU, and ETRI Cross-dataset	ST-Cubism	N -> E Accuracy59.1	14	1mo ago
NTU RGB+D 120 (Cross-Setup (Xset), 110/10 Split)	Neuron	S Score67.5	13	1mo ago
NTU RGB+D 120 (Cross-Setup (Xset) 96/24)	Neuron	Acc54	13	1mo ago
PKU-MMD (46/5 split)	InfoCPL	Top-1 Accuracy85.15	12	5d ago
NTU-60 (55/5 split)	FDSM	Top-1 Accuracy90.13	12	5d ago
PKU-MMD I Xview 39/12	Neuron	Accuracy62.2	7	1mo ago
PKU-MMD Xsub I (39/12 split)	Neuron	Accuracy61.4	7	1mo ago
PKU-MMD II one-shot	SkeletonX	Accuracy38.3	6	1mo ago
PKU-MMD II (39/12 Split)	STAR	Accuracy50.2	6	1mo ago
PKU-MMD II (46/5 Split)	STAR	Accuracy76.3	6	1mo ago
Toyota 13 joints (CV1)	3s-S2I	Accuracy53.8	4	1mo ago
NTU-60 25 joints (CS)	3s-S2I	Accuracy70.1	4	1mo ago
NW-UCLA 20 joints	3s-S2I	Accuracy94.2	3	1mo ago
HMDB51 2D Skeleton	PYSKL	Top-1 Accuracy69.4	2	1mo ago
UCF101 2D Skeleton	PYSKL	Top-1 Acc86.9	2	1mo ago
Kinetics-400 2D Skeleton	PYSKL	Top-1 Acc49.1	2	1mo ago
Diving48 2D Skeleton V2	PYSKL	Top-1 Accuracy54.5	1	1mo ago
FineGYM 2D Skeleton	PYSKL	Mean Class Accuracy0.941	1	1mo ago

Showing 25 of 25 rows