Pulse Rate Estimation on UBFC-rPPG Intra-dataset benchmark leaderboard · SOTA2 Research

Pulse Rate Estimation on UBFC-rPPG Intra-dataset

0.15MAE (BPM)MeshPhys

Evaluation Results

Method	Links
MeshPhys2026.01		0.15	0.25	1
MeshPhys2026.01		0.15	0.25	1
Dual-TL2026.01		0.17	0.41	0.99
rPPG-MAE2026.01		0.17	0.21	0.99
Dual-TL2026.01		0.17	0.41	0.99
rPPG-MAE2026.01		0.17	0.21	0.99
CodePhys2026.01		0.21	0.26	0.99
CodePhys2026.01		0.21	0.26	0.99
Contrast-Phys+2025.06		0.21	0.8	0.99
Periodic-MAE2025.06		0.27	0.49	0.99
Dual-GAN2026.01		0.44	0.67	0.99
Dual-GAN2026.01		0.44	0.67	0.99
Dual-GAN2025.06		0.44	0.67	0.99
STGNet2026.01		0.45	0.58	0.99
STGNet2026.01		0.45	0.58	0.99
Siamese2025.06		0.48	0.97	—
PhysFormer2026.01		0.5	0.71	0.99
RhythmFormer2026.01		0.5	0.78	0.99
RhythmMamba2026.01		0.5	0.75	0.99
PhysFormer2026.01		0.5	0.71	0.99
RhythmFormer2026.01		0.5	0.78	0.99
RhythmMamba2026.01		0.5	0.75	0.99
PhysFormer2025.06		0.5	0.71	0.99
RhythmFormer2025.06		0.5	0.78	0.99
LSTC-rPPG2025.06		0.7	1	0.99
Li et al.2025.06		0.76	1.62	—
EfficientPhys2026.01		1.14	1.81	0.99
EfficientPhys2026.01		1.14	1.81	0.99
EfficientPhys2025.06		1.14	1.81	0.99
RhythmNet2026.01		1.19	2.1	0.98
RhythmNet2026.01		1.19	2.1	0.98
TS-CAN2026.01		1.7	2.72	0.99
TS-CAN2026.01		1.7	2.72	0.99
TS-CAN2025.06		1.7	2.72	0.99
CVD2026.01		2.19	3.12	0.99
CVD2026.01		2.19	3.12	0.99
TDM2025.06		2.32	3.08	0.99
PhysNet2026.01		2.95	3.67	0.97
PhysNet2026.01		2.95	3.67	0.97
PhysNet2025.06		2.95	3.67	0.97
CHROM2026.01		4.06	8.83	0.89
CHROM2026.01		4.06	8.83	0.89
POS2026.01		4.08	7.72	0.92
POS2026.01		4.08	7.72	0.92
PhysGCN2026.01		4.64	7.37	0.87
PhysGCN2026.01		4.64	7.37	0.87
DeepPhys2026.01		6.27	10.82	0.65
DeepPhys2026.01		6.27	10.82	0.65
DeepPhys2025.06		6.27	10.82	0.65