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 5-shot (test) | 17 | Feb 26, 2026 | ||
| Multi-Person Pose Estimation | COCO 2017 (mini-val) | 17 | Feb 26, 2026 | ||
| Visual Grounding | ReferCOCOg UMD (val) | 17 | Feb 26, 2026 | ||
| Image Search | COCO | 17 | Feb 26, 2026 | ||
| Object Hallucination Probing | COCO POPE Random | 17 | Feb 26, 2026 | ||
| Text-to-Image Generation | MS-COCO 2014 | 16 | Jul 2, 2026 | ||
| Over-refusal Evaluation | XSTest, CoCoNot | 16 | Jul 2, 2026 | ||
| In-Context Segmentation | COCO-20i (val) | 16 | Jun 29, 2026 | ||
| Visual Instruction Following | RefCOCO | 16 | Jun 19, 2026 | ||
| Top-1 Retrieval | RefCOCO Gemini Oracle (test) | 16 | Jun 19, 2026 | ||
| Captioning | COCO pt-PT | 16 | Jun 18, 2026 | ||
| Image reconstruction | MSCOCO | 16 | Jun 16, 2026 | ||
| Multimodal Judgment | COCO | 16 | Jun 2, 2026 | ||
| Image Captioning | MS COCO | 16 | Jun 12, 2026 | ||
| Open Vocabulary Segmentation | COCO CS | 16 | May 26, 2026 | ||
| Zero-shot Classification | COCO VIS-IR | 16 | May 22, 2026 | ||
| Zero-shot Classification | COCO IR | 16 | May 22, 2026 | ||
| Zero-shot Classification | COCO VIS | 16 | May 22, 2026 | ||
| Memorization Detection | SD LAION Lexica COCO-2017 GPT-4 1000 prompts 1.4 (Evaluation) | 16 | May 22, 2026 | ||
| Text-to-image generation | LAION-COCO (test) | 16 | May 18, 2026 | ||
| Digital Watermarking | COCO | 16 | May 12, 2026 | ||
| Object Detection | COCO 2017 | 16 | May 12, 2026 | ||
| Imprint Forgery Attack | MS-COCO (test) | 16 | May 12, 2026 | ||
| Node Classification | COCO-SP (test) | 16 | May 14, 2026 | ||
| Multimodal Evaluation | COCO | 16 | May 4, 2026 |