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 Generation | COCO 256x256 (dev) | 10 | Jul 2, 2026 | ||
| Panoptic Segmentation | COCO Videos | 10 | Jun 26, 2026 | ||
| Instance Segmentation | COCO Videos | 10 | Jun 26, 2026 | ||
| Gaze-redirection | COCO 2017 (val) | 10 | Jun 15, 2026 | ||
| Object Localization | MS-COCO (val) | 10 | Jun 15, 2026 | ||
| Text-to-Image Retrieval | MS COCO short-caption (test) | 10 | Jun 8, 2026 | ||
| Image-to-Text Retrieval | MS COCO short-caption (test) | 10 | Jun 8, 2026 | ||
| Object Detection | COCO | 10 | Jun 1, 2026 | ||
| Image-to-Text Retrieval | COCO 1K (test) | 10 | Jun 1, 2026 | ||
| Referring Image Segmentation | RefCOCO-g Avg. | 10 | May 29, 2026 | ||
| Referring Image Segmentation | RefCOCO+ Avg. | 10 | May 29, 2026 | ||
| Referring Image Segmentation | RefCOCO Avg. | 10 | May 29, 2026 | ||
| Brain Captioning | COCO (Subject 1) | 10 | May 29, 2026 | ||
| Negative Concept Suppression | DCS-Bench COCO-derived prompts FLUX (dev) | 10 | May 29, 2026 | ||
| Negative Concept Suppression | Combined LLM-generated + COCO-derived | 10 | May 29, 2026 | ||
| Negative Concept Suppression | COCO derived prompts | 10 | May 29, 2026 | ||
| Nonlinear Deblurring | MS-COCO | 10 | May 28, 2026 | ||
| High Dynamic Range Imaging | MS-COCO | 10 | May 28, 2026 | ||
| Nonlinear Deblurring | MS-COCO | 10 | May 28, 2026 | ||
| High Dynamic Range (HDR) Reconstruction | MS-COCO | 10 | May 28, 2026 | ||
| High Dynamic Range Reconstruction | MS-COCO (test) | 10 | May 28, 2026 | ||
| Change Detection | CoCoGlide | 10 | May 28, 2026 | ||
| Image Captioning | COCO Caption | 10 | May 27, 2026 | ||
| Text-to-Image Retrieval | MSCOCO | 10 | May 27, 2026 | ||
| Spatial Sensitivity Evaluation | COCO | 10 | May 26, 2026 |