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 |
|---|---|---|---|---|---|
| Segmentation | COCO-20i | 6 | Jun 29, 2026 | ||
| Retrieval | MS-COCO Flickr30k | 6 | Jun 23, 2026 | ||
| Object Localization | COCO 20k | 6 | Jun 23, 2026 | ||
| Image Retrieval | COCO-Dense | 6 | Jun 18, 2026 | ||
| Retrieval | COCO | 6 | Jun 17, 2026 | ||
| Clean-generator Candidate Selection | COCO via DIFE | 6 | Jun 17, 2026 | ||
| Proxy Candidate Selection | COCO via DIFE | 6 | Jun 17, 2026 | ||
| Image-Text Retrieval | COCO retrieval | 6 | Jun 17, 2026 | ||
| Scanpath Prediction | COCO-Search18 Target Present | 6 | Jun 16, 2026 | ||
| Depth Estimation | COCO | 6 | Jun 15, 2026 | ||
| Synthesizability Prediction | COCONUT OOD (test) | 6 | Jun 12, 2026 | ||
| In-batch diverse text-to-image generation | MS-COCO prompts | 6 | Jun 8, 2026 | ||
| Object Detection | COCO (transfer evaluation) | 6 | Jun 5, 2026 | ||
| Object Localization | COCO multi-object | 6 | Jun 2, 2026 | ||
| Text-to-Image retrieval | NUS-WIDE Source MSCOCO (test) | 6 | Jun 2, 2026 | ||
| Image-to-Text retrieval | NUS-WIDE MSCOCO (test) | 6 | Jun 2, 2026 | ||
| Image-to-Text Generation Evaluation | COCO | 6 | Jun 1, 2026 | ||
| Semantic-agnostic Segmentation | COCO SANSA Human Prompt (HP) 160 images (test) | 6 | May 28, 2026 | ||
| Semantic-agnostic Segmentation | COCO SANSA Average 7.5k images (test) | 6 | May 28, 2026 | ||
| Semantic-agnostic Segmentation | COCO SANSA EXSP+LLMJ 1.5k images (test) | 6 | May 28, 2026 | ||
| Semantic-agnostic Segmentation | COCO SANSA EXSP 2k images (test) | 6 | May 28, 2026 | ||
| Semantic-agnostic Segmentation | COCO SANSA DISP 2k images (test) | 6 | May 28, 2026 | ||
| Semantic-agnostic Segmentation | COCO SANSA DISP w/o LLM 2k images (test) | 6 | May 28, 2026 | ||
| Image-text Retrieval | COCO | 6 | May 25, 2026 | ||
| Image Captioning Hallucination Evaluation | MSCOCO CHAIR (val) | 6 | May 21, 2026 |