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 |
|---|---|---|---|---|---|
| Generalized Few-Shot Object Detection | MS-COCO 10-shot (test) | 19 | Feb 26, 2026 | ||
| Few-shot segmentation | COCO-20ⁱ (S0, S1, S2, S3, Mean) | 19 | Feb 26, 2026 | ||
| Object Detection | MS-COCO 117K train 5K (val) | 19 | Feb 26, 2026 | ||
| Few-shot object detection | MS-COCO 20 novel classes | 19 | Feb 26, 2026 | ||
| Object Detection | COCO-standard 1% (train) | 19 | Feb 26, 2026 | ||
| Visual Grounding | ReferCOCOg UMD (test-u) | 19 | Feb 26, 2026 | ||
| Visual Grounding | ReferCOCO v1 (val) | 19 | Feb 26, 2026 | ||
| Object Detection | MS-COCO Standard 10% 2017 (val) | 19 | Feb 26, 2026 | ||
| Human Pose Estimation | COCO-C (val) | 19 | Feb 26, 2026 | ||
| Object Detection | MS-COCO (48/17) | 19 | Feb 27, 2026 | ||
| Object Detection | MS-COCO 10% labeled protocol | 19 | Feb 26, 2026 | ||
| Multimodal Machine Translation | MSCOCO EN-FR (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO | 19 | Feb 26, 2026 | ||
| Unsupervised image segmentation | COCO-Stuff 3-class (test) | 19 | Feb 26, 2026 | ||
| Instance Segmentation | COCO (minival) | 19 | Feb 26, 2026 | ||
| Text Detection | COCO-text (test) | 19 | Feb 26, 2026 | ||
| Synthetic Image Detection | DDA-COCO | 18 | Jul 8, 2026 | ||
| Scanpath Generation | COCO-Search18 Target Absent | 18 | Jun 16, 2026 | ||
| Image Captioning | COCO (test) | 18 | Jun 11, 2026 | ||
| Graph Classification | COCO-SP (test) | 18 | Jun 4, 2026 | ||
| Image Captioning | COCO full (val) | 18 | Jun 4, 2026 | ||
| Object Detection | MS COCO 20% subset (test) | 18 | Jun 2, 2026 | ||
| Image-to-Text Hallucination Evaluation | COCO | 18 | Jun 2, 2026 | ||
| Adversarial Attack | MS-COCO (test) | 18 | May 27, 2026 | ||
| Bounding box classification | COCO 80 | 18 | May 26, 2026 |