Object Detection on DeepFish
35.58mAPcenter-periphery attention refinement framework
Evaluation results
| Method | Links | |
|---|---|---|
| center-periphery attention refinement frameworkBackbone=Swin-T, Shots=102026.03 | 35.58 | |
| GLIPBackbone=Swin-T, Venue=CVPR’22, Shots=102026.03 | 29.29 | |
| VFM-MoE*Backbone=Swin-T, Venue=NIPS’25, Shots=102026.03 | 29.13 | |
| Domain-RAG*Backbone=Swin-T, Venue=NIPS’25, Shots=102026.03 | 28.67 | |
| CD-ViTO*Backbone=Swin-T, Venue=ECCV’24, Shots=102026.03 | 27.46 | |
| DE-ViT*Backbone=Swin-T, Venue=arXiv’23, Shots=102026.03 | 26.23 | |
| CD-ViTO†Backbone=ViT-L/14, Venue=ECCV’24, Shots=102026.03 | 22.3 | |
| Detic*Backbone=Swin-T, Venue=ECCV’22, Shots=102026.03 | 22.04 | |
| DE-ViT†Backbone=ViT-L/14, Venue=arXiv’23, Shots=102026.03 | 21.3 | |
| Detic†Backbone=ViT-L/14, Venue=ECCV’22, Shots=102026.03 | 17.9 | |
| Distill†Backbone=ResNet50, Venue=ICASSP’23, Shots=102026.03 | 15.5 | |
| ViTDet*Backbone=Swin-T, Venue=ECCV’22, Shots=102026.03 | 8.04 | |
| ViTDet†Backbone=ViT-B/14, Venue=ECCV’22, Shots=102026.03 | 6.5 |