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ResearchFormerly WizWand

Instance Segmentation on GraSP

0.5597mAP (Mask)ZEN
0.3349560.3933030.451650.509997Feb 14, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ZENBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5597
SurgeNetBackbone=CAFormer18, Evaluation Protocol=Fine-tuned backbone2026.020.5596
MIS-DINOv2Backbone=ViT-L, Evaluation Protocol=Fine-tuned backbone2026.020.5432
ZENBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.5317
SurgeNetBackbone=CAFormer18, Evaluation Protocol=Frozen backbone2026.020.5301
MIS-DINOv2Backbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5282
MIS-DINOv2Backbone=ViT-L, Evaluation Protocol=Frozen backbone2026.020.5263
PeskaVLPBackbone=ResNet50, Evaluation Protocol=Fine-tuned backbone2026.020.5241
MIS-DINOBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5231
MIS-MAEBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5204
EndoViTBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5192
MIS-MSNBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5167
MIS-MoCoV3Backbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.5003
MIS-DINOv2Backbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.5001
EndoFMBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.4984
MIS-DINOBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4952
ImageNetBackbone=ViT-B, Evaluation Protocol=Fine-tuned backbone2026.020.4886
PeskaVLPBackbone=ResNet50, Evaluation Protocol=Frozen backbone2026.020.4731
MIS-MSNBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4717
EndoViTBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4663
MIS-MAEBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4613
ImageNetBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4561
MIS-MoCoV3Backbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4486
EndoFMBackbone=ViT-B, Evaluation Protocol=Frozen backbone2026.020.4323
GSViTBackbone=EfficientViT, Evaluation Protocol=Fine-tuned backbone2026.020.3778
GSViTBackbone=EfficientViT, Evaluation Protocol=Frozen backbone2026.020.3436