Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 11 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Referring Expression Segmentation | RefCOCOg UMD (test-u) | 46 | May 28, 2026 | ||
| Instance Segmentation | MS COCO 2014 2017 (val) | 46 | Mar 20, 2026 | ||
| Panoptic Segmentation | COCO | 46 | Jun 16, 2026 | ||
| Text-to-Image Generation | COCO 30k subset 2014 (val) | 46 | Feb 26, 2026 | ||
| Keypoint Detection | COCO (test-dev) | 46 | Feb 26, 2026 | ||
| Instance Segmentation | MS COCO (test-dev) | 46 | Feb 26, 2026 | ||
| Hallucination Evaluation | CHAIR MSCOCO 2014 (val) | 45 | May 20, 2026 | ||
| Style Transfer | MS-COCO (content) + WikiArt (style) (test) | 45 | May 27, 2026 | ||
| Text-to-Image Retrieval | MS-COCO 5K | 45 | Jul 3, 2026 | ||
| Generalized Few-Shot Object Detection | MS-COCO | 45 | Feb 26, 2026 | ||
| Object Detection Attack | COCO 500 images 2017 (test) | 45 | Feb 26, 2026 | ||
| Constrained Optimization | COCONUT difficult constrained problems | 44 | Jun 5, 2026 | ||
| Adversarial Attack | COCO (val) | 44 | Feb 26, 2026 | ||
| Text-to-Image Generation | MSCOCO 2014 | 44 | Mar 5, 2026 | ||
| Object Detection | COCO standard (1%) | 44 | Feb 27, 2026 | ||
| Object Detection | COCO | 44 | Feb 26, 2026 | ||
| Object Detection | COCO (test) | 44 | Mar 4, 2026 | ||
| Keypoint Detection | MS-COCO 2017 (val) | 44 | Jun 16, 2026 | ||
| Image Captioning | COCO 2014 (test) | 44 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO, RefCOCO+, and RefCOCOg Average | 44 | Apr 7, 2026 | ||
| Discriminative Object Hallucination | POPE MSCOCO Adversarial | 43 | Jun 1, 2026 | ||
| Instance Segmentation | COCO | 43 | May 19, 2026 | ||
| Text-to-image retrieval | COCO 2017 | 43 | May 12, 2026 | ||
| Object Hallucination Evaluation | MSCOCO (Random) | 43 | Jun 30, 2026 | ||
| Object Hallucination Evaluation | MSCOCO | 43 | May 15, 2026 |