Table 3.
Experimental results of action description task for 20 and 40 trials.
| Method | Trials | ROW | F1 | ACC |
|---|---|---|---|---|
| Proposed | 20 | 0 | 0.586 | 0.660 |
| w/o MEC-II | 20 | 0 | 0.534 | 0.613 |
| mMLDA | 20 | 0 | 0.401 | 0.469 |
| Proposed | 20 | 40 | 0.388 | 0.425 |
| w/o MEC-II | 20 | 40 | 0.343 | 0.369 |
| mMLDA | 20 | 40 | 0.319 | 0.352 |
| Proposed | 40 | 0 | 0.663 | 0.692 |
| w/o MEC-II | 40 | 0 | 0.642 | 0.671 |
| mMLDA | 40 | 0 | 0.474 | 0.560 |
| Proposed | 40 | 40 | 0.588 | 0.623 |
| w/o MEC-II | 40 | 40 | 0.548 | 0.606 |
| mMLDA | 40 | 40 | 0.479 | 0.569 |
Bold and underscore indicate the highest evaluation values, and bold indicates the second highest evaluation values.