Object Detection on LVIS v1
33.6APrDE-ViT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DE-ViTBackbone=ViT-L/142023.09 | 33.6 | 30.1 | 30.7 | 30.9 | |
| Frozen-DETR# Epochs=24, Backbone=R502024.10 | 31.2 | 41.1 | 45.1 | 41 | |
| DE-ViTBackbone=ViT-B/142023.09 | 26.8 | 26.5 | 25.3 | 26 | |
| Detic (Deformable-DETR)# Epochs=96, Backbone=R502024.10 | 26.2 | 31.3 | 36.6 | 32.5 | |
| DE-ViTBackbone=ViT-S/142023.09 | 23.4 | 22.8 | 22.5 | 22.8 | |
| DINO-det-4scale# Epochs=24, Backbone=R50, Implementation=Our implementation2024.10 | 22.5 | 33.4 | 40.8 | 34.4 | |
| H-Deformable-DETR# Epochs=24, Backbone=R502024.10 | 22.2 | 32.4 | 39.9 | 33.6 | |
| Deformable-DETR# Epochs=24, Backbone=R502024.10 | 20.9 | 31.1 | 38.4 | 32.2 | |
| DiGeo2023.09 | 16.6 | 22.8 | 28 | 24.4 |