Instance Segmentation on ExOne Stainless Steel 316L micrographs (test)
68.56AP @ 0.50Cellpose-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cellpose-SAMTraining data percentage=50%2026.04 | 68.56 | 41.07 | 81.61 | -35.7 | |
| Cellpose-SAMTraining data percentage=75%2026.04 | 68.36 | 41.5 | 82.36 | -30.2 | |
| Cellpose-SAMTraining data percentage=25%2026.04 | 68.2 | 40.58 | 81.31 | -32.3 | |
| Cellpose-SAMTraining data percentage=10%2026.04 | 66.64 | 38.84 | 79.05 | -24 | |
| Cellpose-SAMTraining data percentage=5%2026.04 | 64.57 | 36.91 | 77.04 | -17.6 | |
| U-NetTraining data percentage=75%2026.04 | 47.17 | 27.96 | 83.05 | -98.3 | |
| Cellpose-SAMZero-Shot=true2026.04 | 40.06 | 20.89 | 50.22 | -125 | |
| MatSAMZero-Shot=true2026.04 | 26.88 | 12.24 | 65.59 | 151.6 |