Table 5 Confusion matrices for the competing methods.
From: Anomaly detection in cropland monitoring using multiple view vision transformer
Methods | TP | FP | FN | TN |
|---|---|---|---|---|
U-Net | 2762 | 599 | 640 | 2802 |
Mask R-CNN | 2787 | 593 | 615 | 2808 |
ExtremeNet | 2773 | 600 | 629 | 2801 |
TensorMask | 2797 | 580 | 605 | 2821 |
Visual transformer | 3045 | 490 | 357 | 2911 |
ViT | 3013 | 462 | 389 | 2939 |
MViT | 2991 | 425 | 411 | 2976 |
PiT | 2980 | 402 | 422 | 2999 |
PVT | 3038 | 367 | 364 | 3034 |
UViT | 3018 | 349 | 384 | 3052 |
Swin transformer | 3031 | 435 | 371 | 2966 |
Proposed (10-fold) | 3158 | 234 | 244 | 3167 |
Proposed (15-fold) | 3119 | 255 | 283 | 3146 |
Proposed (20-fold) | 3076 | 285 | 326 | 3116 |
