Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 36 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Object Detection | MS COCO 2014 2017 (val) | 16 | Feb 26, 2026 | ||
| Zero-Shot Object Detection | MS-COCO 48/17 | 16 | Feb 26, 2026 | ||
| Object Detection | COCO 10% labeled 2017 (train) | 16 | Feb 26, 2026 | ||
| Region-of-Interaction Prediction | EPIC-ROI Non-COCO Parts 1.0 (test) | 16 | Feb 26, 2026 | ||
| Region-of-Interaction Prediction | EPIC-ROI COCO Parts 1.0 (test) | 16 | Feb 26, 2026 | ||
| Region-of-Interaction Prediction | EPIC-ROI Non-COCO Objects 1.0 (test) | 16 | Feb 26, 2026 | ||
| Region-of-Interaction Prediction | EPIC-ROI COCO Objects 1.0 (test) | 16 | Feb 26, 2026 | ||
| Visual Grounding | ReferCOCOg Google (val) | 16 | Feb 26, 2026 | ||
| Few-shot Segmentation | COCO-20² (test) | 16 | Feb 26, 2026 | ||
| Cross-modal retrieval | MSCOCO 1K | 16 | Feb 26, 2026 | ||
| Human Pose Estimation | COCO (minival) | 16 | Feb 26, 2026 | ||
| Instance Segmentation | COCO Split-2 (novel) | 16 | Feb 26, 2026 | ||
| Generalized Zero-Shot Detection | MS-COCO (65/15) | 16 | Feb 26, 2026 | ||
| Dense human pose regression | DensePose MSCOCO (test) | 16 | Feb 26, 2026 | ||
| Object counting | COCO (test) | 16 | Feb 26, 2026 | ||
| Visual Question Answering | VQA COCO 2015 v1.0 (test-dev) | 16 | Feb 27, 2026 | ||
| Object Boundary Detection | COCO (test) | 16 | Feb 26, 2026 | ||
| Object Composition | COCO (val) | 16 | Feb 26, 2026 | ||
| Controllable Text-to-Image Generation | COCO-POS | 15 | Jul 1, 2026 | ||
| Harm Recognition | COCO Crime Scene slice | 15 | Jun 23, 2026 | ||
| Multimodal Understanding | AI2D, POPE, TextVQA, OKVQA, VizWiz, COCO Caption, NoCaps, and RealWorldQA Average | 15 | Jun 15, 2026 | ||
| Image-Text Retrieval | COCO (1K) | 15 | Jun 1, 2026 | ||
| Text-to-Image Generation | COCO 5K (val) | 15 | May 29, 2026 | ||
| Multi-label Image Recognition | COCO 2014 | 15 | May 28, 2026 | ||
| Multi-image retrieval | MS-COCO Random | 15 | May 13, 2026 |