Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 44 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Out-of-vocabulary object detection | OOV-COCO (test) | 13 | Feb 26, 2026 | ||
| Object Detection | OOV-COCO (test) | 13 | Feb 26, 2026 | ||
| Localization | RefCOCOg | 13 | Feb 26, 2026 | ||
| Localization | RefCOCO+ | 13 | Feb 26, 2026 | ||
| Localization | RefCOCO | 13 | Feb 26, 2026 | ||
| Scanpath Prediction | COCO-Search18 (test) | 13 | Apr 13, 2026 | ||
| Object Detection | COCO 60 Non-VOC classes 2017 (val) | 13 | Feb 26, 2026 | ||
| Generation Quality | COCO 1K | 13 | Feb 26, 2026 | ||
| Utility Evaluation | LLaVA-Bench Coco | 13 | Feb 26, 2026 | ||
| Object Detection | COCO-OVD (test) | 13 | Feb 26, 2026 | ||
| Generalist Multi-task Evaluation | Multiple (ImageNet-1K, COCO) | 13 | Feb 26, 2026 | ||
| Text-to-Image Retrieval | COCO 2017 (test) | 13 | Feb 26, 2026 | ||
| Image-to-Text Retrieval | COCO 2017 (test) | 13 | Feb 26, 2026 | ||
| Dense Pose Estimation | COCO-DensePose | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 5K images (val) | 13 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 5K images (val) | 13 | Feb 26, 2026 | ||
| Object Detection | COCO 5K images (val) | 13 | Feb 26, 2026 | ||
| Panoptic Segmentation | COCO 5K images (val) | 13 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg v1 (val) | 13 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ v1 (testA) | 13 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ v1 (val) | 13 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO v1 (testB) | 13 | Feb 26, 2026 | ||
| Image-to-Text Retrieval | COCO 27 (val) | 13 | Feb 26, 2026 | ||
| Caption Matching and Retrieval | COCO 2014 (val) | 13 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO+ medium (test B) | 13 | Feb 26, 2026 |