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 |
|---|---|---|---|---|---|
| Part Segmentation | COCO | 13 | Jun 15, 2026 | ||
| Object Detection | COCO 48 base / 17 novel split (val) | 13 | Jun 5, 2026 | ||
| Image Captioning | MSCOCO | 13 | May 20, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ | 13 | May 13, 2026 | ||
| Referring Expression Comprehension | RefCOCOG | 13 | May 13, 2026 | ||
| Referring Expression Comprehension | RefCOCO | 13 | May 13, 2026 | ||
| Unconditional Image Generation | MS COCO 2014 | 13 | May 27, 2026 | ||
| Open-Vocabulary Object Detection | COCO subset | 13 | Mar 31, 2026 | ||
| Text-to-Image Generation | MS-COCO SDXL | 13 | Mar 30, 2026 | ||
| Generalized Referring Image Segmentation | gRefCOCO (testB) | 13 | Mar 20, 2026 | ||
| Image Retrieval | MSCOCO | 13 | Mar 6, 2026 | ||
| Text-to-Image Generation | MS-COCO evaluated after 100-concept erasure | 13 | May 29, 2026 | ||
| Text-to-Image Generation | MS-COCO evaluated after 50-concept erasure | 13 | May 29, 2026 | ||
| Text-to-Image Generation | MS-COCO evaluated after 10-concept erasure | 13 | May 29, 2026 | ||
| Amodal Segmentation | COCOA (test) | 13 | May 26, 2026 | ||
| Keypoint Detection | COCO 2017 | 13 | Feb 26, 2026 | ||
| Referring Image Segmentation | gRefCOCO (testA) | 13 | Mar 20, 2026 | ||
| Object Pointing | refCOCOg (test) | 13 | May 27, 2026 | ||
| Object Pointing | refCOCOg (val) | 13 | May 27, 2026 | ||
| Referring Expression Segmentation | refCOCOg UMD (test) | 13 | Feb 26, 2026 | ||
| Hallucination Evaluation | POPE COCO 2014 (Adversarial) | 13 | Feb 26, 2026 | ||
| Hallucination Evaluation | POPE COCO 2014 (Random) | 13 | Feb 26, 2026 | ||
| Incremental Object Detection | COCO 40-20 multi-step | 13 | Mar 4, 2026 | ||
| Incremental Object Detection | COCO 40-10 multi-step | 13 | Mar 4, 2026 | ||
| Quality Preservation | MS-COCO (test) | 13 | Feb 26, 2026 |