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 |
|---|---|---|---|---|---|
| 3D Object Localization | Refcoco/+/g (combined) | 3 | Feb 26, 2026 | ||
| 3D Grounding | Refcocog | 3 | Feb 26, 2026 | ||
| 3D Grounding | Refcoco+ | 3 | Feb 26, 2026 | ||
| 3D Grounding | Refcoco | 3 | Feb 26, 2026 | ||
| Human Instance Segmentation | COCO 2017 (val) | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO Caption | 3 | Feb 26, 2026 | ||
| Out-of-context detection | COCO-OOC | 3 | Feb 26, 2026 | ||
| Image Generation | COCO (val) | 3 | Feb 26, 2026 | ||
| Conditional Image Generation | COCO | 3 | Feb 26, 2026 | ||
| Vision-Language Modeling | LiveB, LWilder, and LCOCO Combined | 3 | Feb 26, 2026 | ||
| Object Detection | MS-COCO (test val) | 3 | Feb 26, 2026 | ||
| Visual Question Answering | COCOVQA zero-shot 2015 | 3 | Feb 26, 2026 | ||
| Segmentation-to-image translation | COCOStuff Seg. Mask | 3 | Feb 26, 2026 | ||
| Image Reconstruction | COCO 2014 (val) | 3 | Feb 26, 2026 | ||
| Referring Expression Segmentation | DeiRefCOCO+ (testB) | 3 | Feb 26, 2026 | ||
| Referring Expression Segmentation | DeiRefCOCO+ (val) | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO (test) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO-OCC (val) | 3 | Feb 26, 2026 | ||
| Interactive text-to-image retrieval | COCO (test) | 3 | Feb 26, 2026 | ||
| Face Detection | COCO-UniHuman (val) | 3 | Feb 26, 2026 | ||
| Multi-task Image-Text Understanding | VQAV2, GQA, NLVR2, COCO Caption | 3 | Feb 26, 2026 | ||
| Hallucination Assessment | MSCOCO (val) | 3 | Feb 26, 2026 | ||
| Conditional Image Generation (Image Palette) | COCO 5,000 samples 2017 (val) | 3 | Feb 26, 2026 | ||
| Conditional Image Generation (Color Stroke) | COCO 5,000 samples 2017 (val) | 3 | Feb 26, 2026 |