Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 118 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Object Localization | COCO (test) | 3 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg (test-d) | 3 | Feb 26, 2026 | ||
| Open-set Panoptic Segmentation | COCO K=5% known-unknown split 2017 (val) | 3 | Feb 26, 2026 | ||
| Instance Segmentation | COCO2VOC | 3 | Feb 26, 2026 | ||
| Object Detection | COCO2VOC | 3 | Feb 26, 2026 | ||
| Object Detection | COCO-Stuff (test) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO 2017 (train) | 3 | Feb 26, 2026 | ||
| Multi-object Classification | MS-COCO | 3 | Feb 26, 2026 | ||
| Layout-to-image generation | COCO-Stuff (test) | 3 | Feb 26, 2026 | ||
| Scene Graph to Image Generation | COCO (Packed (16+ objects)) | 3 | Feb 26, 2026 | ||
| Text-to-image generation | COCO (val) | 3 | Feb 26, 2026 | ||
| Bounding Box Prediction | COCO-Stuff (test) | 3 | Feb 26, 2026 | ||
| Object Detection | VisDA COCO17 2018 (val) | 3 | Feb 26, 2026 | ||
| Multimodal Machine Translation (English to French) | Ambiguous COCO WMT2017 (test) | 3 | Feb 26, 2026 | ||
| Language Generation | COCO (val) | 3 | Feb 26, 2026 | ||
| Pose Estimation | MS-COCO (test-std) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO (test-std) | 3 | Feb 26, 2026 | ||
| Keypoint Detection | COCO (test-standard) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO 2015 (test-standard) | 3 | Feb 26, 2026 | ||
| Text Detection | COCO-Text (full) | 3 | Feb 26, 2026 | ||
| Keypoint Detection | COCO Kpt | 2 | Jul 8, 2026 | ||
| Semantic Segmentation | MS COCO | 2 | Jun 30, 2026 | ||
| Visual Grounding | RefCOCO+ (averaged across splits) | 2 | Jun 16, 2026 | ||
| Semantic Segmentation | MS COCO (test val) | 2 | Jun 16, 2026 | ||
| Object Detection | COCO object-centric subset 2017 (test) | 2 | Jun 15, 2026 |