Metric: box AP (higher is better)
| # | Model↕ | box AP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Co-DETR (single-scale) | 72 | Yes | DETRs with Collaborative Hybrid Assignments Trai... | 2022-11-22 | Code |
| 2 | CP-DETR-L Swin-L(with chunk) | 69.2 | Yes | CP-DETR: Concept Prompt Guide DETR Toward Strong... | 2024-12-13 | - |
| 3 | Grounding DINO 1.5 Pro | 68.1 | Yes | Grounding DINO 1.5: Advance the "Edge" of Open-S... | 2024-05-16 | Code |
| 4 | M3I Pre-training (InternImage-H, single-scale) | 65.8 | Yes | Towards All-in-one Pre-training via Maximizing M... | 2022-11-17 | Code |
| 5 | InternImage-H | 65.8 | No | InternImage: Exploring Large-Scale Vision Founda... | 2022-11-10 | Code |
| 6 | GLIPv2 | 59.8 | Yes | GLIPv2: Unifying Localization and Vision-Languag... | 2022-06-12 | Code |