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 |
|---|---|---|---|---|---|
| Image Steganography (Revealing Quality) | COCO | 5 | Jun 25, 2026 | ||
| Image Steganography (Hiding Quality) | COCO | 5 | Jun 25, 2026 | ||
| Anti-steganalysis | COCO | 5 | Jun 25, 2026 | ||
| Image Classification | COCOLogic | 5 | Jun 23, 2026 | ||
| Forgery Localization | CocoGlide | 5 | Jun 23, 2026 | ||
| Segmentation-conditioned Image Generation | MS-COCO 2017 | 5 | Jun 23, 2026 | ||
| Sketch-conditioned Image Generation | MS-COCO 2017 | 5 | Jun 23, 2026 | ||
| Depth-conditioned Image Generation | MS-COCO 2017 | 5 | Jun 23, 2026 | ||
| Concept Erasure | Violence COCO-30K | 5 | Jun 19, 2026 | ||
| Concept Suppression | COCO (test) | 5 | Jun 16, 2026 | ||
| Concept Insertion | COCO (test) | 5 | Jun 16, 2026 | ||
| Referring Expression Comprehension | Mixed 3-way (RefCOCOg + Ref-Adv-S + Ref-L4) (test) | 5 | Jun 12, 2026 | ||
| Targeted Adversarial Attack | ImageNet-1K images with COCO target captions (test) | 5 | Jun 11, 2026 | ||
| Perturbation Detection | COCO (val) | 5 | Jun 9, 2026 | ||
| Object Detection | COCO (val) | 5 | Jun 9, 2026 | ||
| Membership Inference Attack | MSCOCO | 5 | Jun 4, 2026 | ||
| Zero-shot text-to-image retrieval | MS-COCO | 5 | May 29, 2026 | ||
| Steganography | COCO | 5 | May 28, 2026 | ||
| Weakly Supervised Segmentation | MSCOCO 5,000 samples (val) | 5 | May 28, 2026 | ||
| Weakly supervised segmentation | MSCOCO (val) | 5 | May 28, 2026 | ||
| Evaluator Sensitivity Audit (Economic Modifiers) | COCO non-person objects | 5 | May 26, 2026 | ||
| Cultural Modifier Sensitivity Audit | COCO | 5 | May 26, 2026 | ||
| Risk of Ranking Flip assessment for Image-Text evaluators | COCO OpenImages Objects365 aggregated (dev) | 5 | May 26, 2026 | ||
| Segmentation | COCO Lighting variant | 5 | May 21, 2026 | ||
| Segmentation | COCO (clean) | 5 | May 21, 2026 |