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 Captioning | COCO human evaluation | 3 | Feb 26, 2026 | ||
| Object Hallucination Evaluation | Hal-COCO | 3 | Feb 26, 2026 | ||
| Object Recognition | COCO | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO K (test) | 3 | Feb 26, 2026 | ||
| Image Generation | MSCOCO (val) | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO Capt. | 3 | Feb 26, 2026 | ||
| Referring Segmentation | RefCOCO+ FP (test) | 3 | Feb 27, 2026 | ||
| Image Editing | MS-COCO | 3 | Feb 26, 2026 | ||
| Image Harmonization | iHarmony4 HCOCO Original resolution (test) | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO Caption | 3 | Feb 26, 2026 | ||
| Image Inpainting | COCO multiple objects (val) | 3 | Feb 26, 2026 | ||
| Image Inpainting | COCO single object (val) | 3 | Feb 26, 2026 | ||
| Panoptic Segmentation | COCO (train) | 3 | Feb 26, 2026 | ||
| Single-to-multi label classification | MS-COCO Without overlapped classes (test) | 3 | Feb 26, 2026 | ||
| Single-to-multi label classification | MS-COCO With overlapped classes (test) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO+ unseen (test) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO+ seen (test) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO+ unseen (val) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO+ seen (val) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO unseen (test) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO seen (test) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO unseen (val) | 3 | Feb 26, 2026 | ||
| Referring Image Segmentation | RefCOCO seen (val) | 3 | Feb 26, 2026 | ||
| Instance Segmentation | COCO w/o Obj365 2017 (val) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO w/o Obj365 2017 (val) | 3 | Feb 26, 2026 |