Curve-Transformer Comparisons
Overall Stats
Model 1 Better: 1411
Model 2 Better: 1
PVT-GCN IoU Better
Image 1
Ground Truth
Model 1 Predictions
Loss: 19.9038 IoU: 0.9772 FScore: 0.6947
Model 2 Predictions
Loss: nan IoU: 0.1871 FScore: 0.0000
Image 2
Ground Truth
Model 1 Predictions
Loss: 28.6526 IoU: 0.9451 FScore: 0.8037
Model 2 Predictions
Loss: nan IoU: 0.1541 FScore: 0.0000
Image 3
Ground Truth
Model 1 Predictions
Loss: 20.3640 IoU: 0.9539 FScore: 0.7056
Model 2 Predictions
Loss: nan IoU: 0.1624 FScore: 0.0000
Image 4
Ground Truth
Model 1 Predictions
Loss: 22.4353 IoU: 0.9184 FScore: 0.6501
Model 2 Predictions
Loss: nan IoU: 0.1247 FScore: 1.0000
Image 5
Ground Truth
Model 1 Predictions
Loss: 38.8049 IoU: 0.8690 FScore: 0.4834
Model 2 Predictions
Loss: nan IoU: 0.0750 FScore: 0.0000
Image 6
Ground Truth
Model 1 Predictions
Loss: 53.0770 IoU: 0.9366 FScore: 0.6850
Model 2 Predictions
Loss: nan IoU: 0.1399 FScore: 1.0000
Image 7
Ground Truth
Model 1 Predictions
Loss: 18.6821 IoU: 0.9550 FScore: 0.7108
Model 2 Predictions
Loss: nan IoU: 0.1582 FScore: 0.0000
Image 8
Ground Truth
Model 1 Predictions
Loss: 111.1036 IoU: 0.8450 FScore: 0.4864
Model 2 Predictions
Loss: nan IoU: 0.0481 FScore: 0.0000
Image 9
Ground Truth
Model 1 Predictions
Loss: 45.1854 IoU: 0.8718 FScore: 0.7932
Model 2 Predictions
Loss: nan IoU: 0.0717 FScore: 0.0000
Image 10
Ground Truth
Model 1 Predictions
Loss: 26.0030 IoU: 0.9485 FScore: 0.7711
Model 2 Predictions
Loss: nan IoU: 0.1482 FScore: 0.0000
Image 11
Ground Truth
Model 1 Predictions
Loss: 17.5170 IoU: 0.9762 FScore: 0.8587
Model 2 Predictions
Loss: nan IoU: 0.1705 FScore: 0.0000
Image 12
Ground Truth
Model 1 Predictions
Loss: 26.5606 IoU: 0.9653 FScore: 0.6095
Model 2 Predictions
Loss: nan IoU: 0.1568 FScore: 0.0000
Image 13
Ground Truth
Model 1 Predictions
Loss: 17.3670 IoU: 0.9399 FScore: 0.8717
Model 2 Predictions
Loss: nan IoU: 0.1314 FScore: 0.0000
Image 14
Ground Truth
Model 1 Predictions
Loss: 39.6311 IoU: 0.8613 FScore: 0.4294
Model 2 Predictions
Loss: nan IoU: 0.0471 FScore: 0.0000
Image 15
Ground Truth
Model 1 Predictions
Loss: 72.7135 IoU: 0.8505 FScore: 0.5060
Model 2 Predictions
Loss: nan IoU: 0.0343 FScore: 0.0000
Image 16
Ground Truth
Model 1 Predictions
Loss: 52.3124 IoU: 0.8914 FScore: 0.6102
Model 2 Predictions
Loss: nan IoU: 0.0730 FScore: 0.0000
Image 17
Ground Truth
Model 1 Predictions
Loss: 88.9132 IoU: 0.9093 FScore: 0.5727
Model 2 Predictions
Loss: nan IoU: 0.0901 FScore: 0.0000
Image 18
Ground Truth
Model 1 Predictions
Loss: 53.3865 IoU: 0.8542 FScore: 0.4599
Model 2 Predictions
Loss: nan IoU: 0.0286 FScore: 0.0000
Image 19
Ground Truth
Model 1 Predictions
Loss: 31.2528 IoU: 0.8998 FScore: 0.8072
Model 2 Predictions
Loss: nan IoU: 0.0642 FScore: 0.0000
Image 20
Ground Truth
Model 1 Predictions
Loss: 27.9129 IoU: 0.9226 FScore: 0.8526
Model 2 Predictions
Loss: nan IoU: 0.0562 FScore: 0.0000
With Deepstrip Refinement Postprocessing IoU Better
Image 1
Ground Truth
Model 1 Predictions
Loss: 165.2363 IoU: 0.2687 FScore: 0.3793
Model 2 Predictions
Loss: nan IoU: 0.6044 FScore: 0.0000
PVT-GCN FScore Better
Image 1
Ground Truth
Model 1 Predictions
Loss: 20.5148 IoU: 0.9292 FScore: 0.8214
Model 2 Predictions
Loss: nan IoU: 0.2394 FScore: 0.0000
Image 2
Ground Truth
Model 1 Predictions
Loss: 23.8090 IoU: 0.9426 FScore: 0.8244
Model 2 Predictions
Loss: nan IoU: 0.3863 FScore: 0.0000
Image 3
Ground Truth
Model 1 Predictions
Loss: 29.8657 IoU: 0.9639 FScore: 0.8276
Model 2 Predictions
Loss: nan IoU: 0.3035 FScore: 0.0000
Image 4
Ground Truth
Model 1 Predictions
Loss: 30.4308 IoU: 0.9610 FScore: 0.8313
Model 2 Predictions
Loss: nan IoU: 0.2926 FScore: 0.0000
Image 5
Ground Truth
Model 1 Predictions
Loss: 18.2402 IoU: 0.9556 FScore: 0.8349
Model 2 Predictions
Loss: nan IoU: 0.3020 FScore: 0.0000
Image 6
Ground Truth
Model 1 Predictions
Loss: 14.5694 IoU: 0.9599 FScore: 0.8355
Model 2 Predictions
Loss: nan IoU: 0.3556 FScore: 0.0000
Image 7
Ground Truth
Model 1 Predictions
Loss: 9.2925 IoU: 0.9696 FScore: 0.8391
Model 2 Predictions
Loss: nan IoU: 0.3548 FScore: 0.0000
Image 8
Ground Truth
Model 1 Predictions
Loss: 27.9129 IoU: 0.9226 FScore: 0.8526
Model 2 Predictions
Loss: nan IoU: 0.0562 FScore: 0.0000
Image 9
Ground Truth
Model 1 Predictions
Loss: 13.1518 IoU: 0.9673 FScore: 0.8532
Model 2 Predictions
Loss: nan IoU: 0.3019 FScore: 0.0000
Image 10
Ground Truth
Model 1 Predictions
Loss: 13.8459 IoU: 0.9673 FScore: 0.8544
Model 2 Predictions
Loss: nan IoU: 0.3057 FScore: 0.0000
Image 11
Ground Truth
Model 1 Predictions
Loss: 26.1241 IoU: 0.9603 FScore: 0.8544
Model 2 Predictions
Loss: nan IoU: 0.3791 FScore: 0.0000
Image 12
Ground Truth
Model 1 Predictions
Loss: 17.5170 IoU: 0.9762 FScore: 0.8587
Model 2 Predictions
Loss: nan IoU: 0.1705 FScore: 0.0000
Image 13
Ground Truth
Model 1 Predictions
Loss: 17.3670 IoU: 0.9399 FScore: 0.8717
Model 2 Predictions
Loss: nan IoU: 0.1314 FScore: 0.0000
Image 14
Ground Truth
Model 1 Predictions
Loss: 36.6095 IoU: 0.9668 FScore: 0.8884
Model 2 Predictions
Loss: nan IoU: 0.3574 FScore: 0.0000
Image 15
Ground Truth
Model 1 Predictions
Loss: 13.3305 IoU: 0.8796 FScore: 0.9023
Model 2 Predictions
Loss: nan IoU: 0.1661 FScore: 0.0000
Image 16
Ground Truth
Model 1 Predictions
Loss: 23.8848 IoU: 0.9713 FScore: 0.9059
Model 2 Predictions
Loss: nan IoU: 0.2908 FScore: 0.0000
Image 17
Ground Truth
Model 1 Predictions
Loss: 11.6610 IoU: 0.9548 FScore: 0.9196
Model 2 Predictions
Loss: nan IoU: 0.2612 FScore: 0.0000
Image 18
Ground Truth
Model 1 Predictions
Loss: 19.8311 IoU: 0.9438 FScore: 0.9240
Model 2 Predictions
Loss: nan IoU: 0.3648 FScore: 0.0000
Image 19
Ground Truth
Model 1 Predictions
Loss: 14.8792 IoU: 0.9742 FScore: 0.9323
Model 2 Predictions
Loss: nan IoU: 0.3480 FScore: 0.0000
Image 20
Ground Truth
Model 1 Predictions
Loss: 12.0643 IoU: 0.9558 FScore: 0.9700
Model 2 Predictions
Loss: nan IoU: 0.3139 FScore: 0.0000
With Deepstrip Refinement Postprocessing FScore Better
Image 1
Ground Truth
Model 1 Predictions
Loss: 165.2363 IoU: 0.2687 FScore: 0.3793
Model 2 Predictions
Loss: nan IoU: 0.6044 FScore: 0.0000