Freezing-of-Gait Detection on FOG (test)
45.52F1 ScoreTRIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TRIPModality Arrival Order=Order-Independent2026.06 | 45.52 | — | — | |
| Oracle M2Modality Arrival Order=Order-Independent2026.06 | 42.67 | — | — | |
| Oracle M3Modality Arrival Order=Order-Independent2026.06 | 42.47 | — | — | |
| MOSAICModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 41.14 | -2.74 | 100.82 | |
| MOSAICModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 40.24 | -3.95 | 99.46 | |
| Oracle M1Modality Arrival Order=Order-Independent2026.06 | 36.92 | — | — | |
| HarmonyModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 36.59 | -13.29 | 89.7 | |
| LwFModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 36.59 | -6.95 | 90.62 | |
| MedCoSSModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 35.5 | -0.46 | 83.84 | |
| HarmonyModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 35.25 | -10.76 | 87.27 | |
| LwIModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 34.79 | -4.75 | 86.06 | |
| LwIModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 34.45 | -2.77 | 85.39 | |
| MedCoSSModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 32.35 | -2.86 | 79.67 | |
| DRMNModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 31.94 | -15.05 | 80.11 | |
| Fine-TuningModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 31.77 | -11.6 | 77.3 | |
| DRMNModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 31.76 | -14.88 | 77.73 | |
| Fine-TuningModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 31.35 | -13.35 | 78.04 | |
| EWCModality Arrival Order=Order B, Modality Sequence=Acc → Gyro → Skel2026.06 | 31.15 | -13.42 | 77.76 | |
| LwFModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 31.03 | -15.53 | 75.12 | |
| EWCModality Arrival Order=Order A, Modality Sequence=Skel → Gyro → Acc2026.06 | 30.62 | -16.77 | 74.88 |