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 |
|---|---|---|---|---|---|
| Image Annotation | COCO 1000 (test) | 18 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | BDD ID MS-COCO OOD | 17 | Jun 23, 2026 | ||
| Multi-label classification | COCO Stuff-27 (test) | 17 | May 28, 2026 | ||
| Multi-object recognition | COCO (val) | 17 | May 27, 2026 | ||
| Image Captioning | COCO | 17 | Mar 26, 2026 | ||
| Visual Captioning | MS-COCO English In-domain (test) | 17 | Feb 27, 2026 | ||
| Text-to-Image Retrieval | MS-COCO (val test) | 17 | Feb 26, 2026 | ||
| Referring Text Classification | COCO-Text Out-of-Domain | 17 | Feb 27, 2026 | ||
| Object Detection | COCO Base Categories 2017 (val) | 17 | Feb 26, 2026 | ||
| Spatial Understanding | COCO-QA v1.5 (Spatial) | 17 | Feb 26, 2026 | ||
| Local Image Retrieval (Text-to-Image) | REIRCOCO | 17 | Feb 26, 2026 | ||
| Image Generation | COCO17 2014 (val) | 17 | Jul 7, 2026 | ||
| Object Detection | COCO Open Vocabulary | 17 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCOg UMD (val) | 17 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg 48 (test-u) | 17 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg 48 (val-u) | 17 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ 80 (val) | 17 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO 80 (testB) | 17 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO 80 (testA) | 17 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO 80 (val) | 17 | Feb 26, 2026 | ||
| Few-shot Object Detection | COCO FSOD 10-shot Standard | 17 | Feb 26, 2026 | ||
| Image-to-Text Retrieval | COCO 5K Full (test) | 17 | Feb 26, 2026 | ||
| Text-to-Image Retrieval | COCO 1K 5-fold (test) | 17 | Feb 26, 2026 | ||
| Image-to-Text Retrieval | COCO 1K 5-fold average (test) | 17 | Feb 26, 2026 | ||
| Style Transfer | MS-COCO (content) + WikiArt (style) (test) | 17 | Feb 26, 2026 |