Table 3.
Evaluation results in DRIVE dataset.
| Image sequence | DRIVE dataset (normal) | DRIVE dataset (abnormal) | ||||
|---|---|---|---|---|---|---|
| Se | Sp | Acc | Se | Sp | Acc | |
| 1 | 96.2 | 99.1 | 98.9 | 93.1 | 98.3 | 96.7 |
| 2 | 95 | 99 | 98.3 | 95.3 | 99.1 | 97.2 |
| 3 | 94.6 | 99.1 | 98.2 | 94.7 | 99.3 | 99.6 |
| 4 | 92.8 | 97.9 | 96.2 | 93.8 | 98 | 98.2 |
| 5 | 95.6 | 99.5 | 97.7 | 94.3 | 96.5 | 97.1 |
| 6 | 95 | 98.9 | 99.1 | 93.1 | 99.6 | 98.6 |
| 7 | 94.1 | 98.4 | 98.7 | 93.1 | 98.5 | 99.1 |
| 8 | 94 | 96.1 | 96.6 | — | — | — |
| 9 | 93.4 | 99.9 | 99.1 | — | — | — |
| 10 | 92.8 | 98.2 | 98.6 | — | — | — |
| 11 | 96.5 | 99.5 | 99.4 | — | — | — |
| 12 | 94.7 | 98.6 | 98.8 | — | — | — |
| 13 | 94.9 | 99.5 | 98.7 | — | — | — |
| 14 | 93.4 | 97.9 | 99.7 | — | — | — |
| 15 | 92.6 | 98.7 | 98.1 | — | — | — |
| 16 | 94.1 | 98.6 | 97.1 | — | — | — |
| 17 | 93.8 | 98.9 | 97.8 | — | — | — |
| 18 | 91.1 | 99.2 | 96.5 | — | — | — |
| 19 | 90 | 96.1 | 98.2 | — | — | — |
| 20 | 91.4 | 98.7 | 97.9 | — | — | — |
| 21 | 92.6 | 97.8 | 98.5 | — | — | — |
| 22 | 93.4 | 98.1 | 98.1 | — | — | — |
| 23 | 94 | 97.3 | 97.2 | — | — | — |
| 24 | 91.1 | 98.1 | 98.7 | — | — | — |
| 25 | 90.1 | 96.2 | 98.1 | — | — | — |
| 26 | 92.1 | 97.8 | 98.9 | — | — | — |
| 27 | 95.2 | 98.4 | 98.5 | — | — | — |
| 28 | 96.1 | 98.2 | 98.4 | — | — | — |
| 29 | 95.1 | 97.9 | 99.2 | — | — | — |
| 30 | 96.2 | 97.9 | 98.5 | — | — | — |
| 31 | 98.1 | 97.6 | 96.1 | — | — | — |
| 32 | 96.6 | 97.1 | 97.4 | — | — | — |
| 33 | 98.1 | 99.1 | 96.2 | — | — | — |
|
| ||||||
| Average | 94.08 | 98.28 | 98.10 | 93.91 | 98.47 | 98.07 |
“—” indicates that there is no data available.