2D Object Detection on PASCAL VOC 2012
Metric: MAP (higher is better)
Metric: MAP (higher is better)
| # | Model↕ | MAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | InternImage-H | 97.2 | No | InternImage: Exploring Large-Scale Vision Founda... | 2022-11-10 | Code |
| 2 | YOLO-Former | 86.01 | Yes | YOLO-Former: YOLO Shakes Hand With ViT | 2024-01-11 | - |
| 3 | SSD512 (07+12+COCO) | 80 | No | SSD: Single Shot MultiBox Detector | 2015-12-08 | Code |
| 4 | YOLO | 57.9 | No | You Only Look Once: Unified, Real-Time Object De... | 2015-06-08 | Code |
| 5 | SDS | 50.7 | No | Simultaneous Detection and Segmentation | 2014-07-07 | - |
| 6 | LRPCMP:a2+ | 42.1 | No | Towards Best Practice in Explaining Neural Netwo... | 2019-10-22 | Code |
| 7 | LRPCMP:a1+ | 34.66 | No | Towards Best Practice in Explaining Neural Netwo... | 2019-10-22 | Code |