Object Detection on GraSP
62.5mAP (BBox)ZEN
Evaluation results
| Method | Links | |
|---|---|---|
| ZENBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 62.5 | |
| MIS-DINOv2Backbone=ViT-L, Evaluation Protocol=Fine-tuned backbone2026.02 | 60.88 | |
| SurgeNetBackbone=CAFormer18, Evaluation Protocol=Fine-tuned backbone2026.02 | 59.98 | |
| MIS-DINOv2Backbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 59.36 | |
| ZENBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 58.41 | |
| PeskaVLPBackbone=ResNet50, Evaluation Protocol=Fine-tuned backbone2026.02 | 57.89 | |
| MIS-MAEBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 57.53 | |
| MIS-DINOv2Backbone=ViT-L, Evaluation Protocol=Frozen backbone2026.02 | 57.46 | |
| EndoViTBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 57.23 | |
| MIS-DINOBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 57 | |
| MIS-MSNBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 55.82 | |
| MIS-DINOv2Backbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 55.04 | |
| MIS-DINOBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 54.78 | |
| MIS-MoCoV3Backbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 54.38 | |
| EndoFMBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 54.09 | |
| SurgeNetBackbone=CAFormer18, Evaluation Protocol=Frozen backbone2026.02 | 54 | |
| ImageNetBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 53.65 | |
| MIS-MSNBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 52.76 | |
| EndoViTBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 51.2 | |
| MIS-MAEBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 50.08 | |
| ImageNetBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 48.62 | |
| PeskaVLPBackbone=ResNet50, Evaluation Protocol=Frozen backbone2026.02 | 48.57 | |
| MIS-MoCoV3Backbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 48.43 | |
| EndoFMBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 45.23 | |
| GSViTBackbone=EfficientViT, Evaluation Protocol=Fine-tuned backbone2026.02 | 39.38 | |
| GSViTBackbone=EfficientViT, Evaluation Protocol=Frozen backbone2026.02 | 35.13 |