Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 26 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Reasoning Segmentation | gRefCOCO (testB) | 22 | May 22, 2026 | ||
| Reasoning Segmentation | gRefCOCO (testA) | 22 | May 22, 2026 | ||
| Watermark Forgery Detection | MS-COCO | 22 | May 12, 2026 | ||
| Scene captioning | COCO RGBP seen scenes (test) | 22 | Apr 2, 2026 | ||
| Image Retrieval | COCO (test) | 22 | Mar 27, 2026 | ||
| Text Retrieval | COCO (test) | 22 | Mar 27, 2026 | ||
| Image Captioning | COCO 2017 (test) | 22 | Feb 26, 2026 | ||
| Object Detection | COCO | 22 | Feb 26, 2026 | ||
| Object Hallucination | POPE average across COCO, A-OKVQA, GQA | 22 | Feb 26, 2026 | ||
| Text-to-Image Generation | MSCOCO zero-shot 30k | 22 | Mar 4, 2026 | ||
| Image Captioning | COCO Caption | 22 | Feb 26, 2026 | ||
| Polling-based Object Probing Evaluation (POPE) | MSCOCO POPE (Popular) | 22 | Feb 26, 2026 | ||
| Image Generation | MS-COCO 30K (val) | 22 | Feb 26, 2026 | ||
| Few-Shot Segmentation | COCO-20 | 22 | Feb 26, 2026 | ||
| Object Detection | MS-COCO 2017 (test-dev) | 22 | Mar 31, 2026 | ||
| Image Retrieval | MS COCO 5K | 22 | Feb 26, 2026 | ||
| Referring Expression Object Segmentation | RefCOCOg UMD (val) | 22 | Apr 23, 2026 | ||
| Image Captioning | MSCOCO (test server) | 22 | Feb 27, 2026 | ||
| Image-Text Retrieval | MSCOCO | 21 | Jul 7, 2026 | ||
| Text-to-Image Generation | MS-COCO Unseen Concepts | 21 | Jun 24, 2026 | ||
| Caption Hallucination Analysis | COCO | 21 | Jun 9, 2026 | ||
| Object Presence Detection | POPE average (MS-COCO, A-OKVQA, GQA) | 21 | May 14, 2026 | ||
| Text retrieval | COCO | 21 | Apr 8, 2026 | ||
| Object Detection | COCO | 21 | May 6, 2026 | ||
| Hallucination Evaluation | MSCOCO | 21 | Mar 18, 2026 |