Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 48 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Text-to-Image Generation | MSCOCO 30K 2014 (val) | 12 | Feb 26, 2026 | ||
| Object Detection | COCO (val) | 12 | Feb 26, 2026 | ||
| Image Editing | InpaintCOCO 512px | 12 | Feb 26, 2026 | ||
| Class Retrieval | RefCOCO+ | 12 | Feb 26, 2026 | ||
| Class Retrieval | RefCOCO | 12 | Feb 26, 2026 | ||
| 2D Pose Evaluation | COCO | 12 | Mar 17, 2026 | ||
| Visual Grounding | RefCOCO UMD (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | MS-COCO | 12 | Feb 26, 2026 | ||
| Privacy Protection | VPI-COCO (test) | 12 | Feb 26, 2026 | ||
| Segmentation | COCO Robustseg-Style Degradation (unseen) | 12 | Apr 27, 2026 | ||
| Frame Reconstruction | COCO (val) | 12 | Feb 26, 2026 | ||
| Spatial Reasoning | COCO 2017 (val) | 12 | Feb 26, 2026 | ||
| Image Watermarking Evaluation | MS-COCO 2014 (val) | 12 | Feb 26, 2026 | ||
| Point-Prompted Segmentation | COCO | 12 | Feb 26, 2026 | ||
| Bounding-box classification | OVCOCO | 12 | Feb 26, 2026 | ||
| Region-based text-to-image generation | COCO 2017 (val) | 12 | Feb 26, 2026 | ||
| Object Hallucination Detection | POPE averaged across MS-COCO, A-OKVQA, and GQA (Adversarial) | 12 | Feb 26, 2026 | ||
| Object Hallucination Detection | POPE averaged across MS-COCO, A-OKVQA, and GQA (Popular) | 12 | Feb 26, 2026 | ||
| Object Hallucination Detection | POPE averaged across MS-COCO, A-OKVQA, and GQA (Random) | 12 | Feb 26, 2026 | ||
| Deepfake Detection | COCOFake (val) | 12 | Feb 26, 2026 | ||
| Instance Segmentation | COCO Robust-Seg 2017 (unseen datasets with synthetic degradations) | 12 | Feb 26, 2026 | ||
| Object Detection | COCO Open-Vocabulary v2017 | 12 | Feb 26, 2026 | ||
| Cross-modal Retrieval | MSCOCO 5K (test) | 12 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCOg v1 (test) | 12 | Feb 26, 2026 | ||
| Referring Expression Comprehension | RefCOCO+ v1 (testB) | 12 | Feb 26, 2026 |