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 |
|---|---|---|---|---|---|
| Training Data Attribution | COCO | 8 | May 19, 2026 | ||
| Energy-based Pointing Game | MS-COCO | 8 | May 19, 2026 | ||
| Pointing Game | MS-COCO | 8 | May 19, 2026 | ||
| Benign Content Generation | COCO-1K | 8 | May 12, 2026 | ||
| Imprint Forgery Detection | MS-COCO (test) | 8 | May 12, 2026 | ||
| Image Reconstruction | COCO 512p | 8 | May 8, 2026 | ||
| Image Reconstruction | COCO 256p | 8 | May 8, 2026 | ||
| Category-agnostic object detection | COCO 20K | 8 | May 7, 2026 | ||
| One-shot Object Detection | COCO (novel) | 8 | May 7, 2026 | ||
| Time-series Imputation | PepcoCOM min-max [0, 1] (7-day gap) | 8 | May 4, 2026 | ||
| Time-series imputation | PepcoCOM 30-day gap | 8 | May 4, 2026 | ||
| Multi-label Classification | COCO-80 | 8 | May 1, 2026 | ||
| Autoregressive Image Generation | MS-COCO 2017 | 8 | Apr 24, 2026 | ||
| Zero-shot Retrieval | MSCOCO | 8 | Apr 16, 2026 | ||
| Jailbreak Attack | COCO 100-image subset 2017 | 8 | Apr 15, 2026 | ||
| Dataset Grouping | COCO 4c | 8 | Apr 2, 2026 | ||
| Referring Expression Segmentation | RefCOCOm (val) | 8 | Mar 31, 2026 | ||
| Referring Object Detection | RefCOCOg low-data (val) | 8 | Mar 26, 2026 | ||
| Referring Object Detection | RefCOCO+ low-data (val) | 8 | Mar 26, 2026 | ||
| Multi-label Classification | MS COCO 2014 or 2017 (test) | 8 | Mar 24, 2026 | ||
| Directional attribution | COCO-Pairs (n=300) | 8 | Mar 24, 2026 | ||
| 2D Pose Estimation | COCO (test val) | 8 | Mar 23, 2026 | ||
| 2D Keypoint Detection | COCO 2014 (test val) | 8 | Mar 17, 2026 | ||
| Object Hallucination Mitigation | MSCOCO (val) | 8 | Mar 12, 2026 | ||
| Visual Question Answering | MS-COCO 2017 (val) | 8 | Mar 11, 2026 |