Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 79 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Generalized Zero-Shot Instance Segmentation | MS-COCO (65/15) | 7 | Feb 26, 2026 | ||
| Generalized Zero-Shot Instance Segmentation | MS-COCO 48-17 | 7 | Feb 26, 2026 | ||
| Controlled Caption Generation | COCO | 7 | Feb 26, 2026 | ||
| Open World Object Detection | OWOD Evaluation Protocol (VOC + MS-COCO) Task 1 2007 (test) | 7 | Feb 26, 2026 | ||
| Object Detection | COCO 10% 2017 (train val) | 7 | Feb 26, 2026 | ||
| Image Harmonization | HCOCO iHarmony4 (test) | 7 | Feb 26, 2026 | ||
| Referring Expression Grounding | Ref-COCO+ testA + testB (test) | 7 | Feb 26, 2026 | ||
| Few-shot classification | MSCOCO Meta-Dataset 1.0 (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K COCO-Place challenge 2017 (test) | 7 | Feb 26, 2026 | ||
| Referring Expression Object Segmentation | RefCOCO UMD (val) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff 3 (test) | 7 | Feb 26, 2026 | ||
| Caption Generation | COCO 2014 (test) | 7 | Feb 26, 2026 | ||
| Visual Question Answering | COCO-QA | 7 | Feb 27, 2026 | ||
| Semantic Labelling | Pascal VOC + COCO 2012 (val) | 7 | Feb 26, 2026 | ||
| Text-to-Image Personalization | MS COCO prompts captions | 7 | Feb 26, 2026 | ||
| Image-to-Text Membership Inference | COCO 2017 | 6 | Jul 7, 2026 | ||
| Image Generation | COCO 2017 (val) | 6 | Jul 7, 2026 | ||
| Human-Pose-conditioned Image Generation | COCO 5K | 6 | Jun 30, 2026 | ||
| Sketch-conditioned Image Generation | COCO-5K | 6 | Jun 30, 2026 | ||
| Canny-edge-conditioned Image Generation | COCO-5K | 6 | Jun 30, 2026 | ||
| Interactive Image Segmentation | COCO Unseen LQ-1 | 6 | Jun 30, 2026 | ||
| Interactive Image Segmentation | COCO Unseen LQ-2 | 6 | Jun 30, 2026 | ||
| Interactive Image Segmentation | COCO Unseen LQ-3 | 6 | Jun 30, 2026 | ||
| Image Captioning Hallucination Evaluation | MSCOCO | 6 | Jun 30, 2026 | ||
| Spatial Reasoning | WhatsUp-VLM COCOQA (test) | 6 | Jun 30, 2026 |