Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 49 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Instance Segmentation | MS COCO 2014 (test) | 12 | Feb 26, 2026 | ||
| Image Captioning | MS COCO v1.3 (val) | 12 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 2017 | 12 | Feb 26, 2026 | ||
| Layout-to-Image Generation | COCO-Position 2014 | 12 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO | 12 | Feb 26, 2026 | ||
| Object Detection | CorCOCO (val) | 12 | Feb 26, 2026 | ||
| Fine-grained Object Detection | SketchyCOCO fine-grained (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K to COCO-164K (test) | 12 | Feb 26, 2026 | ||
| Object Detection | MS-COCO additional | 12 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 2017 (val random split) | 12 | Feb 26, 2026 | ||
| Inference Efficiency Analysis | MSCOCO Karpathy | 12 | Feb 26, 2026 | ||
| Object Detection | COCO-Standard 2017 (10% labeled) | 12 | Feb 26, 2026 | ||
| Object Detection | COCO Standard 2017 (5% labeled) | 12 | Feb 26, 2026 | ||
| Object Detection | COCO Standard 1% labeled 2017 | 12 | Feb 26, 2026 | ||
| Scene Text Recognition | ArT + COCO-Text + Uber-Text aggregate 36-char (test) | 12 | Feb 26, 2026 | ||
| Scene Text Recognition | COCO-Text 36-char (test) | 12 | Feb 26, 2026 | ||
| Object Detection | COCO-standard 10% labeled 2017 (train) | 12 | Feb 26, 2026 | ||
| Machine Translation (EN→DE) | Multi30K MSCOCO | 12 | Feb 26, 2026 | ||
| Object Detection | COCO novel and base categories 2014 | 12 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg UMD (val) | 12 | Feb 26, 2026 | ||
| Image Captioning | MS COCO (test) | 12 | Feb 26, 2026 | ||
| Object Detection | MS-COCO | 12 | Feb 26, 2026 | ||
| Panoptic Segmentation | COCO panoptic 133 categories (val) | 12 | Feb 26, 2026 | ||
| Scene Generation | COCO-Stuff (train) | 12 | Feb 26, 2026 | ||
| Image Classification | COCO-Crop (test) | 12 | Feb 26, 2026 |