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 |
|---|---|---|---|---|---|
| Text-to-Image Generation | MS-COCO | 21 | Jun 2, 2026 | ||
| Watermark Generation | COCO | 21 | Feb 26, 2026 | ||
| Image Captioning | MSCOCO (random sampling of 500 instances) | 21 | Feb 26, 2026 | ||
| Object Hallucination | MSCOCO (test) | 21 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg | 21 | Mar 10, 2026 | ||
| Text-to-image generation | MS COCO 2017 (test) | 21 | May 26, 2026 | ||
| Object Hallucination Evaluation | POPE MSCOCO (val) | 21 | Feb 26, 2026 | ||
| Long-Tailed Multi-Label Visual Recognition | COCO Long-Tailed (test) | 21 | Feb 26, 2026 | ||
| Instance Segmentation | COCO | 21 | Jun 16, 2026 | ||
| Machine Translation | MSCOCO En-Fr | 21 | Jun 16, 2026 | ||
| Text-to-image generation | MS-COCO zero-shot FID-30k 256x256 | 21 | Feb 26, 2026 | ||
| Instance Segmentation | COCO 2017 (train/val) | 21 | Feb 26, 2026 | ||
| Text-to-Image Generation | MS-COCO Captions 30,000 (val) | 21 | Feb 26, 2026 | ||
| Object Detection | MS-COCO 48/17 base/novel | 21 | Feb 26, 2026 | ||
| Classification | MSCOCO-GLT (ALT protocol) | 21 | Feb 26, 2026 | ||
| Classification | MSCOCO (GLT protocol) | 21 | Feb 26, 2026 | ||
| Classification | MSCOCO-GLT (CLT protocol) | 21 | Feb 26, 2026 | ||
| Gender Classification | COCO 100% spurious correlation | 20 | May 13, 2026 | ||
| Surrogate detection under model extraction attack | Coco | 20 | May 8, 2026 | ||
| Caption Evaluation | MSCOCO | 20 | May 1, 2026 | ||
| Attribution | COCO (val) | 20 | Apr 27, 2026 | ||
| Image Classification | Infrared-COCO | 20 | Apr 6, 2026 | ||
| Zero-shot Classification | COCO-80 | 20 | Mar 31, 2026 | ||
| Image Classification | BG-COCO | 20 | Mar 23, 2026 | ||
| General Generation Fidelity | COCO | 20 | Mar 10, 2026 |