2D Object Detection on MSCOCO
Metric: AP (higher is better)
Metric: AP (higher is better)
| # | Model↕ | AP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ScaleDet | 58.8 | Yes | ScaleDet: A Scalable Multi-Dataset Object Detector | 2023-06-08 | - |
| 2 | Grounding DINO 1.6 Pro (without COCO data) | 55.4 | Yes | Grounding DINO 1.5: Advance the "Edge" of Open-S... | 2024-05-16 | Code |
| 3 | CP-DETR-Pro((without COCO data)) | 55.4 | Yes | CP-DETR: Concept Prompt Guide DETR Toward Strong... | 2024-12-13 | - |
| 4 | Grounding DINO 1.5 Pro (without COCO data) | 54.3 | Yes | Grounding DINO 1.5: Advance the "Edge" of Open-S... | 2024-05-16 | Code |
| 5 | Grounding DINO-L (without COCO data) | 52.5 | Yes | Grounding DINO: Marrying DINO with Grounded Pre-... | 2023-03-09 | Code |
| 6 | OV-DINO-T (without COCO data) | 50.6 | Yes | OV-DINO: Unified Open-Vocabulary Detection with ... | 2024-07-10 | Code |
| 7 | YOLO-World-L(without COCO data) | 45.1 | Yes | YOLO-World: Real-Time Open-Vocabulary Object Det... | 2024-01-30 | Code |
| 8 | Object-Centric-OVD | 40.5 | No | Bridging the Gap between Object and Image-level ... | 2022-07-07 | Code |