Visual Grounding on D3 (Inter-scenario)
2,100APb (Full)APE (D)
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| APE (D)Backbone=ViT-L2023.12 | 2,100 | 18.3 | 2,200 | 19.3 | 1,790 | 15.4 | 82.7 | 73.7 | 82.8 | 73.5 | 82.4 | 74.3 | — | — | — | |
| APE (C)Backbone=ViT-L2023.12 | 2,040 | 18.7 | 2,120 | 19.3 | 1,810 | 16.9 | 79.9 | 72.8 | 80.1 | 72.6 | 79 | 73.3 | — | — | — | |
| APE (B)Backbone=ViT-L2023.12 | 2,000 | 18 | 2,050 | 18.4 | 1,860 | 16.8 | 79.3 | 70.8 | 79 | 70.2 | 79.9 | 72.4 | — | — | — | |
| APE (A)Backbone=ViT-L2023.12 | 1,640 | 14.8 | 1,590 | 14.3 | 1,790 | 16.3 | 63.1 | 57.4 | 63.5 | 57.5 | 62.1 | 57.1 | — | — | — | |
| OFA-DODBackbone=R1012023.12 | 570 | — | 690 | — | 230 | — | 47.4 | — | 49.5 | — | 41.2 | — | — | — | — | |
| UNINEXTBackbone=ViT-H2023.12 | 330 | — | 390 | — | 160 | — | 45.3 | — | 46.7 | — | 41.4 | — | — | — | — | |
| G-DINOBackbone=Swin-B2023.12 | 270 | — | 240 | — | 350 | — | 51.1 | — | 51.8 | — | 48.9 | — | — | — | — | |
| OWL-ViTBackbone=ViT-L2023.12 | 250 | — | 290 | — | 210 | — | 17.5 | — | 19.4 | — | 11.8 | — | — | — | — | |
| CORABackbone=R502023.12 | 200 | — | 220 | — | 130 | — | 10 | — | 10.5 | — | 8.7 | — | — | — | — | |
| OFABackbone=R1522023.12 | 10 | — | 10 | — | 10 | — | 17.1 | — | 16.7 | — | 18.4 | — | — | — | — | |
| APE-A2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 16.4 | 15.9 | 17.9 | |
| APE-A(+Ours)2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 17.8 | 17.2 | 18.8 | |
| APE-B2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 20 | 20.5 | 18.6 | |
| APE-B(+Ours)2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 20.9 | 21 | 19 | |
| APE-C2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 20.4 | 21.2 | 18.1 | |
| APE-C(+Ours)2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 21.2 | 21.8 | 19.3 | |
| APE-D2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 21 | 22 | 17.9 | |
| APE-D(+Ours)2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 22.4 | 23.2 | 19 | |
| OFA-DOD2026.03 | — | — | — | — | — | — | — | — | — | — | — | — | 5.7 | 6.9 | 2.3 |