Pulse Rate Estimation on VIPL-HR Intra-dataset benchmark leaderboard · SOTA2 Research

Pulse Rate Estimation on VIPL-HR Intra-dataset

3.53MAE (BPM)MeshPhys

Evaluation Results

Method	Links
MeshPhys2026.01		3.53	6.82	0.84
RhythmGaussian2026.01		4.22	7.12	0.92
CodePhys2026.01		4.27	7.11	0.81
RhythmMamba2026.01		4.3	7.49	0.81
Dual-TL2026.01		4.36	6.92	0.69
RhythmFormer2026.01		4.51	7.98	0.78
rPPG-MAE2026.01		4.52	7.49	0.81
PhysGCN2026.01		4.7	7.44	0.82
NEST2026.01		4.76	7.51	0.84
PhysFormer++2026.01		4.88	7.62	0.8
Dual-GAN2026.01		4.93	7.68	0.81
PhysFormer2026.01		4.97	7.79	0.78
CVD2026.01		5.02	7.97	0.79
NAS-HR2026.01		5.12	8.01	0.79
RhythmNet2026.01		5.3	8.14	0.76
BVPNet2026.01		5.34	7.85	0.7
GraphPhys2026.01		6.69	9.7	0.48
Ours2025.06		9.39	10.42	0.33
PhysNet2026.01		10.8	14.8	0.2
DeepPhys2026.01		11	13.8	0.11
CHROM2026.01		11.44	16.97	0.28
POS2026.01		11.5	17.2	0.3
X-iPPGNet2025.06		14.71	15.36	0.12
PRnet2025.06		16.81	17.08	0.16
CHROM2025.06		21.09	27.78	0.16
POS2025.06		21.71	28.88	0.16
PhysFormer2025.06		25.89	27.9	0.22
Dual-bridging2025.06		27.35	29.85	0.19
EfficientPhys2025.06		29	36.74	0.02
RErPPG-Net2025.06		29.65	33.09	0.12
Contrast-Phys2025.06		32.62	35.87	0.08
Gideon20212025.06		33.11	35.57	0.12