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 |
|---|---|---|---|---|---|
| Object Hallucination Evaluation | COCO (test) | 3 | Feb 26, 2026 | ||
| Object Detection | PASCAL VOC converted to COCO format (val) | 3 | Feb 26, 2026 | ||
| Text-to-image retrieval | CrissCrossed Caption (CxC) COCO (test) | 3 | Feb 26, 2026 | ||
| Image-to-text retrieval | CrissCrossed Caption (CxC) COCO (test) | 3 | Feb 26, 2026 | ||
| Panoptic Segmentation | MS-COCO | 3 | Feb 26, 2026 | ||
| Image Captioning | COCO c40 (test) | 3 | Feb 27, 2026 | ||
| Object Detection Explanation | COCO 1,000 images (val) | 3 | Feb 26, 2026 | ||
| Pedestrian Pose Estimation | MS-COCO 70% Occlusion (test) | 3 | Feb 26, 2026 | ||
| Pedestrian Pose Estimation | MS-COCO 60% Occlusion (test) | 3 | Feb 26, 2026 | ||
| Pedestrian Pose Estimation | MS-COCO 50% Occlusion (test) | 3 | Feb 26, 2026 | ||
| Pedestrian Pose Estimation | MS-COCO 40% Occlusion (test) | 3 | Feb 26, 2026 | ||
| Pedestrian Pose Estimation | MS-COCO 30% Occlusion (test) | 3 | Feb 26, 2026 | ||
| Pedestrian Pose Estimation | MS-COCO 20% Occlusion (test) | 3 | Feb 26, 2026 | ||
| 3D clothed human reconstruction | MSCOCO | 3 | Feb 26, 2026 | ||
| Out-of-context object detection | COCO-OOC (test) | 3 | Feb 26, 2026 | ||
| Text-guided Image Manipulation | COCO (test) | 3 | Feb 26, 2026 | ||
| Weakly Semi-Supervised Object Detection | COCO-standard (20%) | 3 | Feb 26, 2026 | ||
| Weakly Semi-Supervised Object Detection | COCO standard (10%) | 3 | Feb 26, 2026 | ||
| Weakly Semi-Supervised Object Detection | COCO standard (5%) | 3 | Feb 26, 2026 | ||
| Weakly Semi-Supervised Object Detection | COCO standard (1%) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO standard (30% labeled) | 3 | Feb 26, 2026 | ||
| Object Detection | COCO-standard (20% labeled) | 3 | Feb 26, 2026 | ||
| Boundary Reconstruction | COCO 2017 | 3 | Feb 26, 2026 | ||
| Segmentation-to-image synthesis | MS-COCO | 3 | Feb 26, 2026 | ||
| Object Detection | COCO | 3 | Feb 26, 2026 |