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 Generation | COCO 2017 | 5 | Feb 26, 2026 | ||
| Text-to-Image Generation | COCO 5k SD15 512px 2017 (val) | 5 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg | 5 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ | 5 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO | 5 | Feb 26, 2026 | ||
| Scanpath Prediction | COCO-Search18 1.0 (test) | 5 | Feb 26, 2026 | ||
| Image Compositing | DreamBooth + COCO val (test) | 5 | Feb 26, 2026 | ||
| Clickability Model Evaluation | COCO M (val) | 5 | Feb 26, 2026 | ||
| Unconditional Image Generation | MS-COCO 2014 (val) | 5 | Feb 26, 2026 | ||
| Layout-to-image generation | COCO 3K (test) | 5 | Feb 26, 2026 | ||
| Image Captioning | COCO Captioning | 5 | Feb 26, 2026 | ||
| Image-Text Retrieval | COCO Retrieval | 5 | Feb 26, 2026 | ||
| Object Detection | COCO (val) | 5 | Feb 26, 2026 | ||
| Segmentation | COCO Robust-Seg (whole) | 5 | Feb 26, 2026 | ||
| Layout-to-image synthesis | MS-COCO (val) | 5 | Feb 26, 2026 | ||
| Segmentation | COCO 2017 v1 (test) | 5 | Feb 26, 2026 | ||
| Self-consistency | RefCOCO | 5 | Feb 26, 2026 | ||
| Image Captioning | COCO (test) | 5 | Feb 26, 2026 | ||
| Image Steganographic Embedding | COCO | 5 | Feb 26, 2026 | ||
| Artistic Style Erasure | Artistic Style Dataset COCO-30k prompts (test) | 5 | Feb 26, 2026 | ||
| Text-to-Image Generation | COCO-CN ZH (test) | 5 | Feb 26, 2026 | ||
| Text Quality Evaluation | MSCOCO (val) | 5 | Feb 26, 2026 | ||
| Box-to-image generation | COCO (val) | 5 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 36 (val) | 5 | Feb 26, 2026 | ||
| Image Captioning | MSCOCO (val) | 5 | Feb 26, 2026 |