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 |
|---|---|---|---|---|---|
| Amodal Instance Segmentation | COCOA (test) | 4 | Feb 26, 2026 | ||
| Object Detection | VOC labeled 2007 + VOC 2012 & COCO unlabeled 2017 (train val) | 4 | Feb 26, 2026 | ||
| Bottom-up human pose estimation | COCO 2017 (val) | 4 | Feb 26, 2026 | ||
| Object Detection | MSCOCO (65/15) | 4 | Feb 26, 2026 | ||
| Human body part segmentation | COCO-DensePose (test) | 4 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ (test) | 4 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO (test) | 4 | Feb 26, 2026 | ||
| Image Retrieval | MS COCO IR | 4 | Feb 26, 2026 | ||
| Dense Pose Estimation | COCO 2017 (val) | 4 | Feb 26, 2026 | ||
| 1-way few-shot segmentation | MS COCO (val) | 4 | Feb 26, 2026 | ||
| Object Detection | MS COCO 2018 (test-dev) | 4 | Feb 26, 2026 | ||
| Object Classification | COCO Stuff | 4 | Feb 26, 2026 | ||
| Image Classification | MSCOCO 2014 (test) | 4 | Feb 26, 2026 | ||
| Pointing-with-prediction | COCO 2014 (val) | 4 | Feb 26, 2026 | ||
| Text Detection | COCO-Text Challenge | 4 | Feb 26, 2026 | ||
| Keypoint Detection | COCO 2016 (test-dev) | 4 | Feb 26, 2026 | ||
| Keypoint Detection | COCO 2016 (test-challenge) | 4 | Feb 26, 2026 | ||
| Image Captioning | MSCOCO (dev) | 4 | Feb 26, 2026 | ||
| Text-to-Image Synthesis | COCO 30 prompts | 3 | Jul 9, 2026 | ||
| Semantic Segmentation | Generic Segmentation COCO Cityscapes | 3 | Jul 8, 2026 | ||
| Panoptic Segmentation | COCO Cityscapes | 3 | Jul 8, 2026 | ||
| Scanpath Prediction | COCO-Search18 target-absent (TA) | 3 | Jul 3, 2026 | ||
| Scanpath Prediction | COCO-Search18 target-present (TP) | 3 | Jul 3, 2026 | ||
| Text-to-image generation | COCO 500 random prompts (test) | 3 | Jul 2, 2026 | ||
| Joint Generation | MSCOCO (val) | 3 | Jun 30, 2026 |