Table 4.
Analysis of the NCA method using performance evaluation criteria.
| Source Data | BLEU-1 | BLEU-2 | BLEU-3 | BLEU-4 | ROUGE-N | ROUGE-L | ROUGE-W | WER |
|---|---|---|---|---|---|---|---|---|
| MIMIC_IM_1.png | 0.546 | 0.647 | 0.596 | 0.451 | 0.892 | 0.719 | 0.552 | 0.156 |
| MIMIC_IM_2.png | 0.661 | 0.762 | 0.711 | 0.596 | 0.807 | 0.676 | 0.509 | 0.146 |
| MIMIC_IM_3.png | 0.569 | 0.674 | 0.621 | 0.526 | 0.915 | 0.734 | 0.563 | 0.197 |
| MIMIC_IM_4.png | 0.686 | 0.787 | 0.736 | 0.571 | 0.932 | 0.739 | 0.572 | 0.191 |
| MIMIC_IM_5.png | 0.556 | 0.657 | 0.606 | 0.481 | 0.902 | 0.724 | 0.557 | 0.103 |
| ISIC_0188955.jpg | 0.446 | 0.547 | 0.496 | 0.351 | 0.792 | 0.669 | 0.502 | 0.041 |
| ISIC_1684127.jpg | 0.496 | 0.597 | 0.546 | 0.301 | 0.842 | 0.694 | 0.527 | 0.158 |
| ISIC_7205745.jpg | 0.507 | 0.608 | 0.557 | 0.334 | 0.853 | 0.699 | 0.532 | 0.198 |
| ISIC_0464315.jpg | 0.521 | 0.622 | 0.571 | 0.376 | 0.867 | 0.706 | 0.539 | 0.174 |
| ISIC_5365617.jpg | 0.487 | 0.588 | 0.537 | 0.374 | 0.833 | 0.689 | 0.522 | 0.184 |
| IU_IMG_1.jpg | 0.542 | 0.643 | 0.592 | 0.439 | 0.888 | 0.717 | 0.550 | 0.101 |
| IU_IMG_2.jpg | 0.576 | 0.677 | 0.626 | 0.541 | 0.922 | 0.734 | 0.567 | 0.094 |
| IU_IMG_3.jpg | 0.503 | 0.604 | 0.553 | 0.422 | 0.849 | 0.697 | 0.536 | 0.148 |
| IU_IMG_4.jpg | 0.589 | 0.693 | 0.641 | 0.585 | 0.935 | 0.741 | 0.573 | 0.144 |
| IU_IMG_5.jpg | 0.616 | 0.597 | 0.626 | 0.511 | 0.912 | 0.729 | 0.562 | 0.142 |
| NIH_IMG_1.jpg | 0.686 | 0.687 | 0.636 | 0.511 | 0.943 | 0.744 | 0.577 | 0.146 |
| NIH_IMG_2.jpg | 0.556 | 0.657 | 0.606 | 0.481 | 0.954 | 0.75 | 0.586 | 0.126 |
| NIH_IMG_3.jpg | 0.446 | 0.547 | 0.496 | 0.351 | 0.868 | 0.707 | 0.542 | 0.143 |
| NIH_IMG_4.jpg | 0.496 | 0.597 | 0.546 | 0.301 | 0.934 | 0.745 | 0.573 | 0.136 |
| NIH_IMG_5.jpg | 0.507 | 0.608 | 0.557 | 0.334 | 0.789 | 0.667 | 0.583 | 0.174 |
| Tr-gl_0010.jpg | 0.521 | 0.622 | 0.571 | 0.376 | 0.823 | 0.684 | 0.517 | 0.084 |
| Tr-gl_0011.jpg | 0.487 | 0.588 | 0.537 | 0.374 | 0.852 | 0.701 | 0.533 | 0.121 |
| Tr-me_0026.jpg | 0.542 | 0.643 | 0.592 | 0.439 | 0.839 | 0.692 | 0.525 | 0.094 |
| Tr-no_0018.jpg | 0.576 | 0.677 | 0.626 | 0.541 | 0.913 | 0.729 | 0.562 | 0.148 |
| Tr-pi_0013.jpg | 0.503 | 0.604 | 0.553 | 0.422 | 0.892 | 0.719 | 0.552 | 0.174 |