Nuclei Segmentation on TNBC (test)
82.9Dice Scoreprompt-free lightweight SAM adaptation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| prompt-free lightweight SAM adaptationParams (M)=4.12026.03 | 82.9 | 70.9 | |
| TSCA-NetParams (M)=~ 252026.03 | 81.9 | 69.75 | |
| UCTransNetParams (M)=662026.03 | 79.13 | 65.83 | |
| Swin-UnetParams (M)=492026.03 | 75.89 | 61.67 | |
| UNetParams (M)=312026.03 | 67.84 | 52.46 | |
| SAMParams (M)=932026.03 | 62.56 | 49.87 | |
| SAM + LoRAParams (M)=0.192026.03 | 62.36 | 49.54 | |
| Trans-SAMParams (M)=962026.03 | 62.09 | 45.68 |