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 |
|---|---|---|---|---|---|
| Visual Grounding | RefCOCO benchmarks | 7 | Apr 7, 2026 | ||
| Referring Image Segmentation | RefCOCO-M (val) | 7 | Apr 6, 2026 | ||
| Referring Image Segmentation | RefCOCOg Google (test) | 7 | Apr 6, 2026 | ||
| Referring Image Segmentation | RefCOCO+ UNC (testB) | 7 | Apr 6, 2026 | ||
| Referring Image Segmentation | RefCOCO+ UNC (val) | 7 | Apr 6, 2026 | ||
| Visual Search | COCO-Search18 cross-task | 7 | Mar 31, 2026 | ||
| Image Captioning | COCO | 7 | Mar 31, 2026 | ||
| Zero-shot Image-Text Retrieval | MSCOCO | 7 | Mar 27, 2026 | ||
| Visual Grounding | RefCOCO avg | 7 | Jun 16, 2026 | ||
| Selective Person Detection | COCO-O | 7 | Mar 27, 2026 | ||
| Selective Person Detection | COCO (val) | 7 | Mar 27, 2026 | ||
| Text-to-Image Generation | MSCOCO 256 | 7 | Mar 27, 2026 | ||
| Region-Set Captioning | COCO Entities | 7 | Mar 26, 2026 | ||
| Layout-to-image generation | MS COCO | 7 | Mar 19, 2026 | ||
| Text-to-Image Generation | User Study COCO-style benchmarks | 7 | Mar 17, 2026 | ||
| Refusal Evaluation | CoCoNot Orig | 7 | Mar 17, 2026 | ||
| Over-refusal Evaluation | CoCoNot Contrast | 7 | Mar 17, 2026 | ||
| Image Captioning | COCO | 7 | Mar 16, 2026 | ||
| Text-to-Image Generation | GenEval and MS-COCO SDXL (test) | 7 | Mar 4, 2026 | ||
| Text-to-Image Generation | MS-COCO 30K 2017 | 7 | Mar 4, 2026 | ||
| Concept Erasure | MS-COCO Concept prompts (Snoopy, Mickey, Spongebob, Pikachu, Hello Kitty) | 7 | Mar 4, 2026 | ||
| Object Detection | COCO (val) | 7 | Feb 27, 2026 | ||
| Referring Segmentation | RefCOCO+ (test) | 7 | Feb 27, 2026 | ||
| Referring Segmentation | RefCOCO (test) | 7 | Feb 27, 2026 | ||
| Object Detection | MSCOCO Base 48 classes | 7 | Feb 27, 2026 |