Instance Segmentation on GraSP
0.5597mAP (Mask)ZEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ZENBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5597 | |
| SurgeNetBackbone=CAFormer18, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5596 | |
| MIS-DINOv2Backbone=ViT-L, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5432 | |
| ZENBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.5317 | |
| SurgeNetBackbone=CAFormer18, Evaluation Protocol=Frozen backbone2026.02 | 0.5301 | |
| MIS-DINOv2Backbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5282 | |
| MIS-DINOv2Backbone=ViT-L, Evaluation Protocol=Frozen backbone2026.02 | 0.5263 | |
| PeskaVLPBackbone=ResNet50, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5241 | |
| MIS-DINOBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5231 | |
| MIS-MAEBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5204 | |
| EndoViTBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5192 | |
| MIS-MSNBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5167 | |
| MIS-MoCoV3Backbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.5003 | |
| MIS-DINOv2Backbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.5001 | |
| EndoFMBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.4984 | |
| MIS-DINOBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4952 | |
| ImageNetBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.4886 | |
| PeskaVLPBackbone=ResNet50, Evaluation Protocol=Frozen backbone2026.02 | 0.4731 | |
| MIS-MSNBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4717 | |
| EndoViTBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4663 | |
| MIS-MAEBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4613 | |
| ImageNetBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4561 | |
| MIS-MoCoV3Backbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4486 | |
| EndoFMBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.02 | 0.4323 | |
| GSViTBackbone=EfficientViT, Evaluation Protocol=Fine-tuned backbone2026.02 | 0.3778 | |
| GSViTBackbone=EfficientViT, Evaluation Protocol=Frozen backbone2026.02 | 0.3436 |