Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Object Detection | COCO 2017 (val) | 2,930 | Jul 8, 2026 | ||
| Instance Segmentation | COCO 2017 (val) | 1,304 | Jul 3, 2026 | ||
| Object Detection | COCO (test-dev) | 1,239 | Mar 4, 2026 | ||
| Image Captioning | MS COCO Karpathy (test) | 706 | May 26, 2026 | ||
| Object Detection | MS COCO (test-dev) | 677 | Feb 26, 2026 | ||
| Object Detection | COCO (val) | 637 | Jun 19, 2026 | ||
| Instance Segmentation | COCO (val) | 520 | Jun 19, 2026 | ||
| Object Detection | COCO v2017 (test-dev) | 499 | Feb 26, 2026 | ||
| Human Pose Estimation | COCO (test-dev) | 432 | Mar 10, 2026 | ||
| Semantic Segmentation | COCO Stuff | 421 | Jun 23, 2026 | ||
| 2D Human Pose Estimation | COCO 2017 (val) | 393 | Jul 8, 2026 | ||
| Instance Segmentation | COCO (test-dev) | 380 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ (val) | 354 | Jul 7, 2026 | ||
| Referring Expression Comprehension | RefCOCO (testA) | 351 | Jul 7, 2026 | ||
| Object Detection | COCO 2017 | 348 | Jul 7, 2026 | ||
| Referring Expression Comprehension | RefCOCO (val) | 348 | Jul 7, 2026 | ||
| Referring Expression Segmentation | RefCOCO (testA) | 332 | Jul 7, 2026 | ||
| Image-to-Text Retrieval | MS-COCO 5K (test) | 324 | Jul 3, 2026 | ||
| Pose Estimation | COCO (val) | 319 | Jun 4, 2026 | ||
| Text-to-Image Retrieval | MSCOCO 5K (test) | 312 | Apr 21, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ (testA) | 305 | Jul 7, 2026 | ||
| Semantic Segmentation | COCO 2014 (val) | 304 | Apr 10, 2026 | ||
| Instance Segmentation | COCO | 301 | Jun 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg (test) | 300 | May 27, 2026 | ||
| Referring Expression Comprehension | RefCOCOg (val) | 300 | Jul 7, 2026 |