COCO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | COCO 2017 (val) | AP64.6 | 2,930 | |
| Instance Segmentation | COCO 2017 (val) | APm50.3 | 1,304 | |
| Object Detection | COCO (test-dev) | mAP66 | 1,239 | |
| Object Detection | COCO (val) | mAP68.3 | 637 | |
| Instance Segmentation | COCO (val) | APmk55 | 520 | |
| Object Detection | COCO v2017 (test-dev) | mAP65.4 | 499 | |
| Human Pose Estimation | COCO (test-dev) | AP81.1 | 432 | |
| 2D Human Pose Estimation | COCO 2017 (val) | AP79.3 | 393 | |
| Instance Segmentation | COCO (test-dev) | APM58.4 | 380 | |
| Object Detection | COCO 2017 | AP (Box)62.6 | 348 | |
| Image-to-Text Retrieval | MS-COCO 5K (test) | R@185.4 | 324 | |
| Pose Estimation | COCO (val) | AP79.6 | 319 | |
| Semantic Segmentation | COCO 2014 (val) | mIoU61.8 | 304 | |
| Instance Segmentation | COCO | APmask54.8 | 301 | |
| Instance Segmentation | COCO 2017 (test-dev) | AP (Overall)53 | 253 | |
| Object Detection | COCO | AP50 (Box)73.2 | 237 | |
| Instance Segmentation | COCO 2017 | APm53 | 236 | |
| Panoptic Segmentation | COCO (val) | PQ59.5 | 223 | |
| Object Detection | MS COCO | AP5073.3 | 208 | |
| Semantic Segmentation | COCO 20i | mIoU (Mean)76.1 | 187 | |
| Panoptic Segmentation | COCO 2017 (val) | PQ59.9 | 187 | |
| Object Detection | COCO | AP (Box)58.7 | 186 | |
| Object Detection | OV-COCO | AP50 (Novel)2,940 | 185 | |
| Semantic Segmentation | COCO (val) | mIoU90.5 | 185 | |
| Object Detection | COCO (minival) | mAP57.6 | 184 |
Showing 25 of 1405 rows
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