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 Classification | MS-COCO Objects 2017 (val) | 4 | Jul 3, 2026 | ||
| Text-to-Image Retrieval | MS-COCO 5K full set (test) | 4 | Jul 3, 2026 | ||
| Text-to-text intra-modality retrieval | COCO | 4 | Jul 2, 2026 | ||
| Object Detection | Overall (VOC, COCO, LVIS, BDD) | 4 | Jul 1, 2026 | ||
| Text-to-Image Retrieval | COCO 100 Pairs (test) | 4 | Jun 30, 2026 | ||
| Image-to-Text Retrieval | COCO 100 Pairs (test) | 4 | Jun 30, 2026 | ||
| Normal-map-conditioned Image Generation | COCO 5K | 4 | Jun 30, 2026 | ||
| Brain-to-caption generation | Natural Scenes Dataset (NSD) COCO Caption GT (test) | 4 | Jun 30, 2026 | ||
| Cross-modal Retrieval | Cross-modal Retrieval Suite MS-COCO & Flickr30K | 4 | Jun 24, 2026 | ||
| Concept Erasure | Illegal COCO-30K | 4 | Jun 19, 2026 | ||
| Object Detection | COCO 80 images | 4 | Jun 16, 2026 | ||
| Referring-expression grounding | RefCOCOg Avg | 4 | Jun 9, 2026 | ||
| Referring-expression grounding | RefCOCO+ Avg | 4 | Jun 9, 2026 | ||
| Referring-expression grounding | RefCOCO Avg | 4 | Jun 9, 2026 | ||
| Referring-expression grounding | RefCOCO (val) | 4 | Jun 9, 2026 | ||
| Image-to-Text Retrieval | M-BEIR COCO i→t | 4 | Jun 9, 2026 | ||
| Retrieval | RoCOCO | 4 | Jun 8, 2026 | ||
| Retrieval | COCO | 4 | Jun 8, 2026 | ||
| Membership Inference Attack | MSCOCO RagVL (randomly sampled 200 prompts) | 4 | Jun 4, 2026 | ||
| Segmentation | COCO-TS | 4 | Jun 2, 2026 | ||
| Instance Segmentation | MSCOCO M50 occlusion (val) | 4 | Jun 1, 2026 | ||
| Instance Segmentation | MSCOCO M30 occlusion (val) | 4 | Jun 1, 2026 | ||
| Instance Segmentation | MSCOCO Clean (val) | 4 | Jun 1, 2026 | ||
| Text-to-Image Generation | MS-COCO 2014 (test) | 4 | Jun 1, 2026 | ||
| Image-to-Text Generation | MS-COCO 5% 2014 (test val) | 4 | Jun 1, 2026 |