Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 32 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Region-Level Captioning | refCOCOg (test) | 18 | Feb 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ UNC (val) | 18 | Mar 19, 2026 | ||
| Referring Expression Segmentation | RefCOCO UNC (test-A) | 18 | Feb 26, 2026 | ||
| Image-Text Retrieval | MSCOCO | 18 | Feb 26, 2026 | ||
| Referring Expression Comprehension | gRefCOCO (testA) | 18 | Feb 26, 2026 | ||
| Panoptic Segmentation | COCO closed-vocabulary | 18 | Feb 26, 2026 | ||
| Object Detection | COCO-C 1.0 (test) | 18 | May 6, 2026 | ||
| Segmentation | COCO (in-domain) | 18 | Feb 26, 2026 | ||
| Image Captioning | COCO (test) | 18 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 2017 v1.0 (val) | 18 | Feb 26, 2026 | ||
| Generalized Few-Shot Object Detection | MS-COCO 30-shot (test) | 18 | Feb 26, 2026 | ||
| Human Pose Estimation | COCO 2014 (val) | 18 | Feb 26, 2026 | ||
| Human-Object Interaction Detection | V-COCO standard (test) | 18 | Feb 26, 2026 | ||
| Object Detection | PASCAL VOC (VOC07 labeled + VOC12 + COCO20cls unlabeled) | 18 | Feb 26, 2026 | ||
| Text-to-image synthesis | MSCOCO (test) | 18 | Feb 26, 2026 | ||
| Object Detection | MSCOCO 2017 (minival) | 18 | Feb 26, 2026 | ||
| Multi-label recognition | MS-COCO (val) | 18 | Feb 26, 2026 | ||
| Interactive Instance Segmentation | COCO (MVal) | 18 | Apr 15, 2026 | ||
| Multi-label Classification | MS COCO 48 seen / 17 unseen classes v1 | 18 | Feb 27, 2026 | ||
| Object Detection | COCO+ (val) | 18 | Feb 26, 2026 | ||
| 1-way segmentation | COCO-20i | 18 | Feb 26, 2026 | ||
| Instance Segmentation | MS COCO (val) | 18 | Jun 26, 2026 | ||
| Full-image colorization | COCO-Stuff (val) | 18 | Feb 26, 2026 | ||
| Multi-label Classification | MS-COCO 2014 (val) | 18 | Feb 26, 2026 | ||
| Text-to-Image Generation | COCO (test) | 18 | Apr 20, 2026 |