Object Detection on COCO Open-Vocabulary v2017
42.3AP50 (Novel)InstaGen
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InstaGenSupervision=Stable Diffusion, Detector=Faster R-CNN, Backbone=R502024.02 | 42.3 | 52.3 | 55.8 | |
| EdaDetSupervision=CLIP, Detector=Deformable DETR [42], Backbone=R502024.02 | 37.8 | 52.5 | 57.7 | |
| CXORASupervision=CLIP, Detector=DAB-DETR [21], Backbone=R502024.02 | 35.1 | 35.4 | 35.5 | |
| BARONSupervision=CLIP, Detector=Faster R-CNN, Backbone=R502024.02 | 34 | 53.5 | 60.4 | |
| DK-DETRSupervision=CLIP, Detector=Deformable DETR [42], Backbone=R502024.02 | 32.3 | — | 61.1 | |
| VLDetSupervision=CLIP, Detector=CenterNet2 [40], Backbone=R502024.02 | 32 | 45.8 | 50.6 | |
| RO-ViTSupervision=CLIP, Detector=Mask R-CNN, Backbone=ViT-B [1]2024.02 | 30.2 | 41.5 | — | |
| OADPSupervision=CLIP, Detector=Faster R-CNN, Backbone=R502024.02 | 30 | 47.2 | 53.3 | |
| F-VLMSupervision=CLIP, Detector=Mask R-CNN, Backbone=R502024.02 | 28 | 39.6 | — | |
| DeticSupervision=CLIP, Detector=Faster R-CNN, Backbone=R502024.02 | 27.8 | 45 | 47.1 | |
| ViLDSupervision=CLIP, Detector=Mask R-CNN, Backbone=R502024.02 | 27.6 | 51.3 | 59.5 | |
| PromptDetSupervision=CLIP, Detector=Faster R-CNN, Backbone=R502024.02 | 26.6 | — | 50.6 |