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 | 4 | Apr 6, 2026 | ||
| Image Captioning | COCO (test) | 4 | Apr 6, 2026 | ||
| Amodal Segmentation | COCO-A (Easy) | 4 | Mar 31, 2026 | ||
| Amodal Segmentation | COCO-A Moderate | 4 | Mar 31, 2026 | ||
| Amodal Segmentation | COCO-A Hard | 4 | Mar 31, 2026 | ||
| Depth to Image | COCO 2017 (val) | 4 | Mar 31, 2026 | ||
| Canny to Image | COCO 2017 (val) | 4 | Mar 31, 2026 | ||
| Instance Segmentation | COCO | 4 | Mar 31, 2026 | ||
| Unsupervised Object Discovery | COCO 20k (test) | 4 | Mar 30, 2026 | ||
| Safety Monitoring | COCO-O Avg | 4 | Mar 27, 2026 | ||
| Safety Monitoring | COCO (val) | 4 | Mar 27, 2026 | ||
| Referring Object Detection | RefCOCO cleaned | 4 | Mar 26, 2026 | ||
| Checkpoint Selection | REPO-PROMPTS, MS-COCO, and PartiPrompts | 4 | Mar 25, 2026 | ||
| Multiple Choice Question | NegBench COCO subset | 4 | Mar 24, 2026 | ||
| Prompt-conditional generation | MS-COCO 1024 × 1024 | 4 | Mar 23, 2026 | ||
| Temporal Out-of-Distribution Detection | Core50 In-Distribution COCO Out-of-Distribution | 4 | Mar 20, 2026 | ||
| Temporal Out-of-Distribution Detection | Clear10 In-Distribution COCO Out-of-Distribution | 4 | Mar 20, 2026 | ||
| Temporal Out-of-Distribution Detection | Clear100 (In-Distribution) / COCO (Out-of-Distribution) | 4 | Mar 20, 2026 | ||
| Grounding and Counting | RefCOCOg avg | 4 | Mar 19, 2026 | ||
| Grounding and Counting | RefCOCO+ avg | 4 | Mar 19, 2026 | ||
| Layered Image Generation | MS-COCO filtered 1,770 images (test) | 4 | Mar 18, 2026 | ||
| Layout-to-Image Generation | COCO Texture 2014 (test) | 4 | Mar 17, 2026 | ||
| Layout-to-Image Generation | COCO Color 2014 (test) | 4 | Mar 17, 2026 | ||
| Visual Question Answering | COCO 300 sampled images (test) | 4 | Mar 16, 2026 | ||
| Image Captioning | COCO 300 sampled images (test) | 4 | Mar 16, 2026 |