Physiological Classification on General PPG Physiological Datasets
83MF1Ours
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursTask=Stress, Evaluation Protocol=Across-subject linear probing2026.06 | 83 | 88 | 94 | |
| PulsePPGTask=Stress, Evaluation Protocol=Across-subject linear probing2026.06 | 81 | 86 | 92 | |
| ChronosTask=Stress, Evaluation Protocol=Across-subject linear probing2026.06 | 81 | 87 | 92 | |
| MOMENTTask=Stress, Evaluation Protocol=Across-subject linear probing2026.06 | 78 | 84 | 91 | |
| OursTask=Hypertension, Evaluation Protocol=Across-subject linear probing2026.06 | 71 | 75 | 77 | |
| MOMENTTask=Hypertension, Evaluation Protocol=Across-subject linear probing2026.06 | 70 | 73 | 74 | |
| PulsePPGTask=Hypertension, Evaluation Protocol=Across-subject linear probing2026.06 | 69 | 73 | 74 | |
| ChronosTask=Hypertension, Evaluation Protocol=Across-subject linear probing2026.06 | 64 | 69 | 69 | |
| OursTask=Avg (Classification), Evaluation Protocol=Across-subject linear probing2026.06 | 58 | 64 | 74 | |
| ChronosTask=Avg (Classification), Evaluation Protocol=Across-subject linear probing2026.06 | 56 | 62 | 72 | |
| PulsePPGTask=Avg (Classification), Evaluation Protocol=Across-subject linear probing2026.06 | 55 | 62 | 71 | |
| MOMENTTask=Avg (Classification), Evaluation Protocol=Across-subject linear probing2026.06 | 54 | 60 | 71 | |
| OursTask=Arousal, Evaluation Protocol=Across-subject linear probing2026.06 | 53 | 57 | 57 | |
| ChronosTask=Valence, Evaluation Protocol=Across-subject linear probing2026.06 | 53 | 60 | 58 | |
| OursTask=Valence, Evaluation Protocol=Across-subject linear probing2026.06 | 53 | 62 | 58 | |
| OursTask=Affect, Evaluation Protocol=Across-subject linear probing2026.06 | 52 | 60 | 78 | |
| ChronosTask=Arousal, Evaluation Protocol=Across-subject linear probing2026.06 | 52 | 56 | 56 | |
| MOMENTTask=Valence, Evaluation Protocol=Across-subject linear probing2026.06 | 52 | 60 | 56 | |
| ChronosTask=Affect, Evaluation Protocol=Across-subject linear probing2026.06 | 51 | 59 | 76 | |
| PulsePPGTask=Arousal, Evaluation Protocol=Across-subject linear probing2026.06 | 51 | 56 | 53 | |
| MOMENTTask=Arousal, Evaluation Protocol=Across-subject linear probing2026.06 | 51 | 55 | 54 | |
| PulsePPGTask=Valence, Evaluation Protocol=Across-subject linear probing2026.06 | 51 | 62 | 57 | |
| PulsePPGTask=Affect, Evaluation Protocol=Across-subject linear probing2026.06 | 46 | 55 | 74 | |
| MOMENTTask=Affect, Evaluation Protocol=Across-subject linear probing2026.06 | 46 | 53 | 72 | |
| OursTask=Activities, Evaluation Protocol=Across-subject linear probing2026.06 | 36 | 41 | 82 | |
| ChronosTask=Activities, Evaluation Protocol=Across-subject linear probing2026.06 | 34 | 40 | 81 | |
| PulsePPGTask=Activities, Evaluation Protocol=Across-subject linear probing2026.06 | 31 | 38 | 79 | |
| MOMENTTask=Activities, Evaluation Protocol=Across-subject linear probing2026.06 | 29 | 36 | 77 |