Pulse Rate Estimation on PURE to MMPD (test) benchmark leaderboard · SOTA2 Research

Pulse Rate Estimation on PURE to MMPD (test)

8.18MAE (BPM)MeshPhys

Evaluation Results

Method	Links
MeshPhys2026.01		8.18	16.03	0.51	—
BeatFormer2026.01		8.85	15.04	0.39	—
RhythmFormer2026.01		8.98	14.85	0.51	—
FreqPhys2026.04		10.11	14.34	0.48	—
StreamPPG2026.06		10.42	17.59	0.33	11.41
RhythmMamba2026.01		10.44	16.7	0.36	—
RhythmMamba2026.04		10.44	16.7	0.36	—
RhythmMamba2026.06		10.44	16.7	0.36	12.25
POS2026.01		12.36	17.71	0.18	—
POS2026.06		12.36	17.71	0.18	14.43
PhysNet2026.01		13.22	19.61	0.23	—
PhysNet2026.04		13.22	19.61	0.23	—
CHROM2026.01		13.66	18.76	0.08	—
CHROM2026.04		13.66	18.76	0.08	—
CHROM2026.06		13.66	18.76	0.08	16
PhysNet2026.06		13.93	20.29	0.17	15.61
TS-CAN2026.01		13.94	21.61	0.2	—
TS-CAN2026.04		13.94	21.61	0.2	—
TS-CAN2026.06		13.94	21.61	0.2	15.15
EfficientPhys2026.01		14.03	21.62	0.17	—
EfficientPhys2026.04		14.03	21.62	0.17	—
EfficientPhys2026.06		14.03	21.62	0.17	15.32
PhysFormer2026.01		14.57	20.71	0.15	—
Spiking-Phys2026.01		14.57	—	0.14	—
PhysFormer2026.04		14.57	20.71	0.15	—
PhysFormer2026.06		14.57	20.71	0.15	16.73
Spiking-Phys2026.06		14.57	—	0.14	16.55
DeepPhys2026.01		16.92	24.61	0.05	—
DeepPhys2026.04		16.92	24.61	0.05	—
DeepPhys2026.06		16.92	24.61	0.05	18.54
LGI2026.06		17.08	23.32	0.04	18.98
OMIT2026.06		17.18	23.07	0.07	19.23
PBV2026.06		17.95	23.58	0.09	20.18
ICA2026.04		18.06	24.3	0.01	—
ICA2026.06		18.6	24.3	0.01	20.88
GREEN2026.04		21.68	27.69	-0.01	—
Green2026.06		21.68	27.69	-0.01	24.39