Human Activity Recognition on OctoNet
100AccuracyBaseline
Evaluation results
| Method | Links | |
|---|---|---|
| BaselineCategory=Quad, Observed Modalities=I+U+W+M2026.04 | 100 | |
| COMPASSCategory=Quad, Observed Modalities=I+U+W+M2026.04 | 100 | |
| COMPASSCategory=Triple, Observed Modalities=I+U+M2026.04 | 99.9 | |
| COMPASSCategory=Quad, Observed Modalities=I+W+T+M2026.04 | 99.9 | |
| BaselineCategory=Full, Observed Modalities=I+U+W+T+M2026.04 | 99.9 | |
| COMPASSCategory=Full, Observed Modalities=I+U+W+T+M2026.04 | 99.9 | |
| COMPASSCategory=Triple, Observed Modalities=I+U+W2026.04 | 99.6 | |
| COMPASSCategory=Triple, Observed Modalities=I+W+M2026.04 | 99.6 | |
| COMPASSCategory=Triple, Observed Modalities=I+T+M2026.04 | 99.6 | |
| BaselineCategory=Quad, Observed Modalities=I+U+W+T2026.04 | 99.6 | |
| COMPASSCategory=Quad, Observed Modalities=I+U+W+T2026.04 | 99.6 | |
| X-FiCategory=Quad, Observed Modalities=I+U+T+M2026.04 | 99.6 | |
| COMPASSCategory=Quad, Observed Modalities=I+U+T+M2026.04 | 99.6 | |
| BaselineCategory=Quad, Observed Modalities=I+W+T+M2026.04 | 99.6 | |
| X-FiCategory=Triple, Observed Modalities=I+U+W2026.04 | 99.4 | |
| X-FiCategory=Triple, Observed Modalities=I+U+M2026.04 | 99.4 | |
| X-FiCategory=Quad, Observed Modalities=I+U+W+T2026.04 | 99.4 | |
| X-FiCategory=Quad, Observed Modalities=I+U+W+M2026.04 | 99.4 | |
| COMPASSCategory=Quad, Observed Modalities=U+W+T+M2026.04 | 99.4 | |
| X-FiCategory=Full, Observed Modalities=I+U+W+T+M2026.04 | 99.4 | |
| COMPASSCategory=Dual, Observed Modalities=I+U2026.04 | 99.3 | |
| BaselineCategory=Triple, Observed Modalities=I+U+W2026.04 | 99.3 | |
| BaselineCategory=Triple, Observed Modalities=I+W+T2026.04 | 99.3 | |
| COMPASSCategory=Triple, Observed Modalities=I+W+T2026.04 | 99.3 | |
| X-FiCategory=Dual, Observed Modalities=I+U2026.04 | 99.2 | |
| X-FiCategory=Triple, Observed Modalities=I+U+T2026.04 | 99.2 | |
| BaselineCategory=Triple, Observed Modalities=I+W+M2026.04 | 99.2 | |
| BaselineCategory=Triple, Observed Modalities=I+T+M2026.04 | 99.2 | |
| BaselineCategory=Quad, Observed Modalities=I+U+T+M2026.04 | 99.2 | |
| BaselineCategory=Quad, Observed Modalities=U+W+T+M2026.04 | 99.2 | |
| COMPASSCategory=Dual, Observed Modalities=I+W2026.04 | 99 | |
| COMPASSCategory=Triple, Observed Modalities=U+W+M2026.04 | 99 | |
| BaselineCategory=Triple, Observed Modalities=I+U+M2026.04 | 98.9 | |
| X-FiCategory=Triple, Observed Modalities=I+W+M2026.04 | 98.9 | |
| X-FiCategory=Quad, Observed Modalities=I+W+T+M2026.04 | 98.9 | |
| COMPASSCategory=Triple, Observed Modalities=I+U+T2026.04 | 98.8 | |
| COMPASSCategory=Triple, Observed Modalities=W+T+M2026.04 | 98.8 | |
| COMPASSCategory=Dual, Observed Modalities=I+T2026.04 | 98.5 | |
| COMPASSCategory=Dual, Observed Modalities=I+M2026.04 | 98.5 | |
| COMPASSCategory=Triple, Observed Modalities=U+T+M2026.04 | 98.5 | |
| BaselineCategory=Triple, Observed Modalities=I+U+T2026.04 | 98.3 | |
| COMPASSCategory=Triple, Observed Modalities=U+W+T2026.04 | 98.3 | |
| BaselineCategory=Triple, Observed Modalities=U+W+M2026.04 | 98.3 | |
| X-FiCategory=Dual, Observed Modalities=I+W2026.04 | 97.8 | |
| X-FiCategory=Triple, Observed Modalities=I+W+T2026.04 | 97.8 | |
| X-FiCategory=Quad, Observed Modalities=U+W+T+M2026.04 | 97.8 | |
| X-FiCategory=Triple, Observed Modalities=U+W+M2026.04 | 97.6 | |
| X-FiCategory=Dual, Observed Modalities=I+M2026.04 | 97.5 | |
| X-FiCategory=Triple, Observed Modalities=I+T+M2026.04 | 97.5 | |
| BaselineCategory=Triple, Observed Modalities=U+W+T2026.04 | 97.4 | |
| BaselineCategory=Dual, Observed Modalities=I+T2026.04 | 97.2 | |
| COMPASSCategory=Dual, Observed Modalities=T+M2026.04 | 97.1 | |
| BaselineCategory=Triple, Observed Modalities=W+T+M2026.04 | 97.1 | |
| COMPASSCategory=Dual, Observed Modalities=U+W2026.04 | 96.9 | |
| BaselineCategory=Triple, Observed Modalities=U+T+M2026.04 | 96.9 | |
| COMPASSCategory=Dual, Observed Modalities=W+T2026.04 | 96.4 | |
| COMPASSCategory=Dual, Observed Modalities=W+M2026.04 | 96.1 | |
| BaselineCategory=Dual, Observed Modalities=I+W2026.04 | 95.7 | |
| BaselineCategory=Dual, Observed Modalities=I+M2026.04 | 95.3 | |
| COMPASSCategory=Dual, Observed Modalities=U+T2026.04 | 95.1 | |
| COMPASSCategory=Single, Observed Modalities=I2026.04 | 94.9 | |
| X-FiCategory=Dual, Observed Modalities=I+T2026.04 | 94.3 | |
| X-FiCategory=Single, Observed Modalities=I2026.04 | 94 | |
| COMPASSCategory=Dual, Observed Modalities=U+M2026.04 | 93.9 | |
| BaselineCategory=Dual, Observed Modalities=I+U2026.04 | 93.2 | |
| BaselineCategory=Dual, Observed Modalities=W+T2026.04 | 92.9 | |
| X-FiCategory=Triple, Observed Modalities=U+T+M2026.04 | 92.4 | |
| X-FiCategory=Triple, Observed Modalities=U+W+T2026.04 | 92.1 | |
| X-FiCategory=Dual, Observed Modalities=U+M2026.04 | 91.7 | |
| X-FiCategory=Dual, Observed Modalities=U+W2026.04 | 91.5 | |
| BaselineCategory=Dual, Observed Modalities=T+M2026.04 | 91.3 | |
| BaselineCategory=Dual, Observed Modalities=U+W2026.04 | 90.8 | |
| COMPASSCategory=Single, Observed Modalities=U2026.04 | 90 | |
| COMPASSCategory=Single, Observed Modalities=W2026.04 | 89.7 | |
| COMPASSCategory=Single, Observed Modalities=T2026.04 | 89.3 | |
| BaselineCategory=Dual, Observed Modalities=U+T2026.04 | 89 | |
| BaselineCategory=Dual, Observed Modalities=W+M2026.04 | 88.9 | |
| X-FiCategory=Triple, Observed Modalities=W+T+M2026.04 | 86.7 | |
| BaselineCategory=Dual, Observed Modalities=U+M2026.04 | 86.5 | |
| X-FiCategory=Dual, Observed Modalities=W+M2026.04 | 86.3 | |
| BaselineCategory=Single, Observed Modalities=I2026.04 | 77.6 | |
| COMPASSCategory=Single, Observed Modalities=M2026.04 | 77.4 | |
| X-FiCategory=Dual, Observed Modalities=U+T2026.04 | 76.5 | |
| X-FiCategory=Single, Observed Modalities=U2026.04 | 75.1 | |
| BaselineCategory=Single, Observed Modalities=T2026.04 | 74.4 | |
| BaselineCategory=Single, Observed Modalities=W2026.04 | 68.9 | |
| BaselineCategory=Single, Observed Modalities=M2026.04 | 68.2 | |
| X-FiCategory=Dual, Observed Modalities=T+M2026.04 | 66.8 | |
| BaselineCategory=Single, Observed Modalities=U2026.04 | 65.7 | |
| X-FiCategory=Single, Observed Modalities=M2026.04 | 65.6 | |
| X-FiCategory=Dual, Observed Modalities=W+T2026.04 | 61.9 | |
| X-FiCategory=Single, Observed Modalities=W2026.04 | 58.9 | |
| X-FiCategory=Single, Observed Modalities=T2026.04 | 7.6 |