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ResearchFormerly WizWand

Object Detection on Clipart1k

47.63mAPcenter-periphery attention refinement framework
21.286828.125934.96541.8041Mar 19, 2026
Updated 7mo ago

Evaluation results

MethodLinks
center-periphery attention refinement frameworkBackbone=Swin-T, Shots=102026.0347.63
CD-ViTO†Backbone=ViT-L/14, Venue=ECCV’24, Shots=102026.0344.3
CD-ViTO*Backbone=Swin-T, Venue=ECCV’24, Shots=102026.0343.83
Domain-RAG*Backbone=Swin-T, Venue=NIPS’25, Shots=102026.0342.85
DE-ViT*Backbone=Swin-T, Venue=arXiv’23, Shots=102026.0341.28
VFM-MoE*Backbone=Swin-T, Venue=NIPS’25, Shots=102026.0341.23
GLIPBackbone=Swin-T, Venue=CVPR’22, Shots=102026.0341.04
DE-ViT†Backbone=ViT-L/14, Venue=arXiv’23, Shots=102026.0340.8
Distill†Backbone=ResNet50, Venue=ICASSP’23, Shots=102026.0327.3
ViTDet*Backbone=Swin-T, Venue=ECCV’22, Shots=102026.0325.93
ViTDet†Backbone=ViT-B/14, Venue=ECCV’22, Shots=102026.0325.6
Detic*Backbone=Swin-T, Venue=ECCV’22, Shots=102026.0322.59
Detic†Backbone=ViT-L/14, Venue=ECCV’22, Shots=102026.0322.3