Attention heatmap prediction on SurgAtt-Hamlyn
2.195NSSSurgAtt-Tracker
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SurgAtt-TrackerEvaluation protocol=Fine-tuning2026.02 | 2.195 | 0.89 | 0.841 | 0.016 | 0.071 | |
| RT-DETRv2Evaluation protocol=Fine-tuning2026.02 | 1.744 | 0.764 | 0.74 | 0.037 | 0.126 | |
| SurgAtt-TrackerEvaluation protocol=Zero-shot2026.02 | 1.693 | 0.686 | 0.711 | 0.046 | 0.128 | |
| YOLOv12Evaluation protocol=Fine-tuning2026.02 | 1.476 | 0.685 | 0.694 | 0.057 | 0.162 | |
| RT-DETRv2Evaluation protocol=Zero-shot2026.02 | 1.269 | 0.651 | 0.594 | 0.178 | 0.18 | |
| YOLOv12Evaluation protocol=Zero-shot2026.02 | 1.171 | 0.575 | 0.64 | 0.081 | 0.198 | |
| SalFoMEvaluation protocol=Zero-shot2026.02 | 1.133 | 0.497 | 0.574 | 0.164 | 0.235 | |
| EMCADEvaluation protocol=Zero-shot2026.02 | 1.098 | 0.552 | 0.603 | 0.211 | 0.359 | |
| MCITRACKEvaluation protocol=Zero-shot2026.02 | 1.035 | 0.398 | 0.533 | 0.275 | 0.447 |