Fruit Re-identification on Strawberry dataset
92.6F1 PrecisionRiccardi et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=GT2024.11 | 92.6 | 0 | 46.3 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=GT2024.11 | 92.6 | 0 | 46.3 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=GT2024.11 | 84.7 | 75 | 79.9 | |
| NNInstance Segmentation=SPT, IoU level=GT2024.11 | 84.7 | 75 | 79.9 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=@5%2024.11 | 81.5 | 63.9 | 72.7 | |
| NNInstance Segmentation=SPT, IoU level=@5%2024.11 | 80.8 | 21.4 | 51.1 | |
| OursInstance Segmentation=SPT, IoU level=@5%2024.11 | 80.6 | 50 | 65.3 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=@10%2024.11 | 80 | 59.6 | 69.8 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=@15%2024.11 | 78.1 | 56.9 | 67.5 | |
| NNInstance Segmentation=SPT, IoU level=@10%2024.11 | 78 | 15.4 | 46.7 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=GT2024.11 | 76.4 | 51.4 | 63.9 | |
| OursInstance Segmentation=SPT, IoU level=GT2024.11 | 76.4 | 51.4 | 63.9 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=@5%2024.11 | 76.3 | 38.9 | 57.6 | |
| OursInstance Segmentation=SPT, IoU level=@10%2024.11 | 76.2 | 39.2 | 57.7 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=avg2024.11 | 75.8 | 54.4 | 65.1 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=@20%2024.11 | 75.7 | 53 | 64.4 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=@10%2024.11 | 74.9 | 35.4 | 55.1 | |
| NNInstance Segmentation=SPT, IoU level=@15%2024.11 | 74.1 | 11.5 | 42.8 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=@5%2024.11 | 73.5 | 38.3 | 55.9 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=@25%2024.11 | 73.5 | 51.2 | 62.4 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=@15%2024.11 | 73.3 | 33.3 | 53.3 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=avg2024.11 | 73 | 37.7 | 55.3 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=avg2024.11 | 71.9 | 30.8 | 51.3 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=@20%2024.11 | 71.8 | 30.4 | 51.1 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=@10%2024.11 | 71.5 | 35.6 | 53.6 | |
| OursInstance Segmentation=SPT, IoU level=@15%2024.11 | 71.2 | 34.4 | 52.8 | |
| NNInstance Segmentation=SPT, IoU level=avg2024.11 | 70.9 | 20.7 | 45.8 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=@15%2024.11 | 70.1 | 35.8 | 53 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=@10%2024.11 | 69.9 | 6.1 | 38 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=@25%2024.11 | 69 | 28 | 48.5 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=@20%2024.11 | 68.8 | 36.8 | 52.8 | |
| OursInstance Segmentation=SPT, IoU level=avg2024.11 | 68.2 | 35.2 | 51.7 | |
| NNInstance Segmentation=SPT, IoU level=@20%2024.11 | 67.2 | 8.7 | 38 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=@25%2024.11 | 66.2 | 34.4 | 50.3 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=@5%2024.11 | 65.8 | 9.1 | 37.5 | |
| OursInstance Segmentation=MinkPanoptic, IoU level=@30%2024.11 | 65.7 | 44.6 | 55.2 | |
| OursInstance Segmentation=SPT, IoU level=@20%2024.11 | 64.9 | 27.2 | 46 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=avg2024.11 | 61.7 | 6.7 | 34.2 | |
| NNInstance Segmentation=MinkPanoptic, IoU level=@30%2024.11 | 61.1 | 22.8 | 41.9 | |
| Riccardi et al.Instance Segmentation=MinkPanoptic, IoU level=@30%2024.11 | 60.6 | 34.5 | 47.5 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=@15%2024.11 | 60.5 | 7 | 33.8 | |
| NNInstance Segmentation=SPT, IoU level=@25%2024.11 | 59.6 | 7.1 | 33.4 | |
| OursInstance Segmentation=SPT, IoU level=@25%2024.11 | 57.8 | 22.9 | 40.4 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=@20%2024.11 | 55 | 8.1 | 31.6 | |
| NNInstance Segmentation=SPT, IoU level=@30%2024.11 | 51.6 | 5.9 | 28.8 | |
| OursInstance Segmentation=SPT, IoU level=@30%2024.11 | 50.3 | 21.2 | 35.7 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=@25%2024.11 | 49.8 | 9 | 29.4 | |
| Riccardi et al.Instance Segmentation=SPT, IoU level=@30%2024.11 | 38.1 | 7.5 | 22.8 |