COCO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | COCO 2017 (val) | AP64.6 | 2,643 | |
| Object Detection | COCO (test-dev) | mAP66 | 1,239 | |
| Instance Segmentation | COCO 2017 (val) | APm50.3 | 1,201 | |
| Object Detection | COCO (val) | mAP68.3 | 633 | |
| Object Detection | COCO v2017 (test-dev) | mAP65.4 | 499 | |
| Instance Segmentation | COCO (val) | APmk55 | 475 | |
| Human Pose Estimation | COCO (test-dev) | AP81.1 | 432 | |
| 2D Human Pose Estimation | COCO 2017 (val) | AP79.3 | 386 | |
| Instance Segmentation | COCO (test-dev) | APM58.4 | 380 | |
| Object Detection | COCO 2017 | AP (Box)62.6 | 321 | |
| Image-to-Text Retrieval | MS-COCO 5K (test) | R@185.4 | 320 | |
| Pose Estimation | COCO (val) | AP79.6 | 319 | |
| Semantic Segmentation | COCO 2014 (val) | mIoU61.8 | 304 | |
| Instance Segmentation | COCO | APmask54.8 | 291 | |
| Instance Segmentation | COCO 2017 (test-dev) | AP (Overall)53 | 253 | |
| Object Detection | COCO | AP50 (Box)73.2 | 237 | |
| Instance Segmentation | COCO 2017 | APm53 | 226 | |
| Panoptic Segmentation | COCO (val) | PQ59.5 | 219 | |
| Panoptic Segmentation | COCO 2017 (val) | PQ59.9 | 185 | |
| Object Detection | COCO (minival) | mAP57.6 | 184 | |
| Human Pose Estimation | COCO 2017 (test-dev) | AP78.3 | 180 | |
| Concept Attribution | COCO | Average Attribution F155 | 178 | |
| Few-Shot Semantic Segmentation | COCO-20i | mIoU75.8 | 178 | |
| Few-shot Segmentation | COCO 20^i (test) | mIoU60 | 174 | |
| Panoptic Segmentation | COCO (test-dev) | PQ56.2 | 162 |
Showing 25 of 1172 rows
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