Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 107 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | COCO-on-Places Unseen Backgrounds | 4 | Feb 26, 2026 | ||
| Image Classification | COCO-on-Places Biased Backgrounds | 4 | Feb 26, 2026 | ||
| Image Understanding | COCO GPT-based evaluation | 4 | Feb 26, 2026 | ||
| Object Detection | COCO OVD retained 15 categories | 4 | Feb 26, 2026 | ||
| Scene Sketch Segmentation | FS-COCO freehand sketches 1.0 (test) | 4 | Feb 26, 2026 | ||
| Visual Grounding | RefCOCOg UMD (test-u) | 4 | Feb 26, 2026 | ||
| Instance Segmentation | COCO | 4 | Feb 26, 2026 | ||
| Referring Segmentation | RefCOCO+ (testB) | 4 | Feb 26, 2026 | ||
| Image-to-Text Retrieval | MSCOCO Karpathy (test) | 4 | Feb 26, 2026 | ||
| Text-to-Image Retrieval | MSCOCO Karpathy (test) | 4 | Feb 26, 2026 | ||
| Visual Question Answering | MSCOCO OC | 4 | Feb 26, 2026 | ||
| Visual Question Answering | MSCOCO MCI | 4 | Feb 26, 2026 | ||
| Fine-grained retrieval | COCO-COUNT | 4 | Feb 26, 2026 | ||
| Fine-grained retrieval | COCO-MCC | 4 | Feb 26, 2026 | ||
| Instance-mask-to-image generation | COCO (val) | 4 | Feb 26, 2026 | ||
| Occluded Object Recognition | Separated COCO (test) | 4 | Feb 26, 2026 | ||
| Occluded Object Recognition | Occluded COCO (test) | 4 | Feb 26, 2026 | ||
| Panoptic Segmentation | COCO Panoptic 2014 (val) | 4 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 0.4% labeled data | 4 | Feb 26, 2026 | ||
| Instance Segmentation | COCO (0.2% labeled data) | 4 | Feb 26, 2026 | ||
| Instance Segmentation | COCO (0.1% labeled data) | 4 | Feb 26, 2026 | ||
| Instance Segmentation | COCO open | 4 | Feb 26, 2026 | ||
| Panoptic Segmentation | COCO open | 4 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 20k 2014 (trainval) | 4 | Feb 26, 2026 | ||
| Image Generation | MSCOCO (1000 prompts) | 4 | Feb 26, 2026 |