Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 53 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Referring Image Segmentation | RefCOCOg | 11 | Mar 20, 2026 | ||
| Referring Image Segmentation | RefCOCO+ | 11 | Apr 7, 2026 | ||
| Referring Image Segmentation | RefCOCO | 11 | Apr 7, 2026 | ||
| Image Harmonization | iHarmony4 HCOCO 1.0 (test) | 11 | Feb 26, 2026 | ||
| Style Transfer | MS-COCO & WikiArt 512 x 512 images | 11 | Feb 26, 2026 | ||
| Artistic Style Transfer | COCO and WikiArt (test) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 2017 (test-dev) | 11 | Feb 26, 2026 | ||
| Object Detection | MS-COCO standard | 11 | Feb 26, 2026 | ||
| Semantic Textual Similarity | MS-COCO CxC annotations 5k (test) | 11 | Feb 26, 2026 | ||
| Human-Object Interaction Detection | V-COCO 8 (test) | 11 | Feb 26, 2026 | ||
| Object Detection | COCO-Standard 2017 (2% labeled) | 11 | Feb 26, 2026 | ||
| Object Detection | COCO-standard 2% labeled 2017 (train) | 11 | Feb 26, 2026 | ||
| Object Detection | MS-COCO Standard 5% 2017 (val) | 11 | Feb 26, 2026 | ||
| System-level Correlation with Human Judgment | MS COCO M2 (system-level) | 11 | Feb 26, 2026 | ||
| System-level Correlation with Human Judgment | MS COCO M1 (system-level) | 11 | Feb 26, 2026 | ||
| Object Counting | COCO (val) | 11 | Feb 26, 2026 | ||
| Object Detection | MS-COCO (65/15) | 11 | Feb 27, 2026 | ||
| Object Detection | COCO (unseen classes) | 11 | Feb 26, 2026 | ||
| Object Detection | MSCOCO (48/17) | 11 | Feb 27, 2026 | ||
| Few-shot classification | MSCOCO (out-of-domain) | 11 | Feb 26, 2026 | ||
| Referring Expression Object Segmentation | RefCOCO UMD (testB) | 11 | Feb 26, 2026 | ||
| Referring Expression Object Segmentation | RefCOCO UMD (testA) | 11 | Feb 26, 2026 | ||
| Instance Segmentation | MS COCO (test) | 11 | Feb 26, 2026 | ||
| Text-to-image synthesis | MS-COCO 2014 (test) | 11 | Feb 26, 2026 | ||
| Text-to-Image Alignment Evaluation | COCO LAFITE samples | 11 | Feb 26, 2026 |