Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image-Text Retrieval | MS-COCO (test) | 10 | Feb 26, 2026 | ||
| Detection | CocoGlide | 10 | Feb 26, 2026 | ||
| Adversarial Attack | COCO (test) | 10 | Feb 26, 2026 | ||
| Object Detection | COCO | 10 | Feb 26, 2026 | ||
| Object Counting | COCO-UniFS (val) | 10 | Feb 27, 2026 | ||
| Text-to-Image Synthesis | COCO 10K prompts 2014 | 10 | Feb 26, 2026 | ||
| Sentence-to-Image Retrieval | Flickr30k zero-shot generalization from MS-COCO (test) | 10 | Feb 26, 2026 | ||
| Unsupervised Open-vocabulary Semantic Segmentation | COCO Stuff (val) | 10 | Feb 26, 2026 | ||
| Scanpath Prediction | COCO-Search18 83 (test) | 10 | Feb 26, 2026 | ||
| Image Segmentation | FS-COCO (test) | 10 | Feb 26, 2026 | ||
| Object Recognition (Cross-Validation) | COCO (val) | 10 | Feb 26, 2026 | ||
| Detailed Image Captioning | MS COCO 2014 (val) | 10 | Feb 26, 2026 | ||
| Pose Control | MSCOCO (val) | 10 | Feb 26, 2026 | ||
| Scanpath Prediction | COCO-Search18 target-present (test) | 10 | Feb 26, 2026 | ||
| Target-absent search scanpath prediction | COCO-Search18 target-absent (test) | 10 | Feb 26, 2026 | ||
| Scribble-to-image generation | COCO (val) | 10 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ | 10 | Feb 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO | 10 | May 7, 2026 | ||
| Class-agnostic Instance Segmentation | COCO 2017 (val) | 10 | Feb 27, 2026 | ||
| Image Harmonization | iHarmony4 HCOCO 256x256 LR (test) | 10 | Feb 26, 2026 | ||
| Instance Segmentation | COCO non-asterisked 2017 (test-dev) | 10 | Feb 26, 2026 | ||
| Image-to-caption generation | MS-COCO (val) | 10 | Feb 26, 2026 | ||
| Multi-Label Recognition | MS-COCO Single Positive Label | 10 | Feb 26, 2026 | ||
| Body Pose Estimation | COCO-SinglePerson 1.0 (val) | 10 | Feb 26, 2026 | ||
| Image Captioning | MSCOCO En (test) | 10 | Feb 26, 2026 |