Event Detection on GazeCom
95.74PrecisionOurs (I-VT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (I-VT)Algorithm=I-VT2026.04 | 95.74 | 93.94 | 94.83 | |
| TCN2026.04 | 93.25 | 93.18 | 92.74 | |
| Ours (I-DT)Algorithm=I-DT2026.04 | 91.44 | 89.08 | 90.24 | |
| CNN-BiLSTM2026.04 | 90.44 | 90.32 | 90.11 | |
| CNN-LSTM2026.04 | 89.99 | 89.82 | 89.65 | |
| I-BDT2026.04 | 75.06 | 58.87 | 55.51 | |
| Agtzidis et al.2026.04 | 0.901 | 0.829 | 0.864 | |
| 1D CNN-BLSTM2026.04 | 0.895 | 0.891 | 0.893 | |
| Larsson et al.2026.04 | 0.881 | 0.841 | 0.861 | |
| Dorr et al.2026.04 | 0.822 | 0.836 | 0.829 | |
| Ours (I-VT)algorithm=I-VT2026.04 | 0.817 | 0.8319 | 0.8473 | |
| I-VMP2026.04 | 0.799 | 0.592 | 0.68 | |
| I-VVT2026.04 | 0.797 | 0.603 | 0.686 | |
| I-VDT2026.04 | 0.787 | 0.592 | 0.676 | |
| Berg et al.2026.04 | 0.63 | 0.78 | 0.697 | |
| REMoDNaV2026.04 | 0.548 | 0.937 | 0.692 |