Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,140 benchmarksPage 24 of 126
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Spurious Correlation Discovery | MNIST, FashionMNIST, and COCO 654 evaluation settings (test) | 24 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 20^i | 24 | Mar 31, 2026 | ||
| Object Detection | COCO-UniFS (val) | 24 | Feb 27, 2026 | ||
| OOD Detection | PASCAL-VOC In-distribution MS-COCO Out-of-distribution original (test) | 24 | Jun 23, 2026 | ||
| Semantic Segmentation | COCO-Stuff 10K | 24 | May 21, 2026 | ||
| Semantic Segmentation | COCO-20i Fold-3 | 24 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-20i Fold-2 | 24 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 20i Fold-1 | 24 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-20i Fold-0 | 24 | Feb 26, 2026 | ||
| Image Captioning | COCO 2017 (val) | 24 | Feb 26, 2026 | ||
| Generalized Few-Shot Object Detection | MS-COCO | 24 | Feb 26, 2026 | ||
| Multi-Label Classification | MS-COCO (test) | 24 | Feb 26, 2026 | ||
| Visual Grounding | ReferCOCO+ v1 (testA) | 24 | Feb 26, 2026 | ||
| Panoptic Segmentation | MS-COCO (val) | 24 | Feb 26, 2026 | ||
| Image Captioning | COCO c5 references online (test) | 24 | Feb 26, 2026 | ||
| Multi-label Image Classification | MS-COCO 2014 (test) | 24 | Feb 26, 2026 | ||
| Multi-label Image Classification | MS-COCO (test) | 24 | Feb 26, 2026 | ||
| Image Captioning | MS-COCO Karpathy 2014 (test) | 24 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-60 with background | 23 | Apr 29, 2026 | ||
| Grounding | RefCOCO (val) | 23 | Jul 8, 2026 | ||
| Object Hallucination Mitigation | MS COCO (500 random samples) | 23 | Apr 8, 2026 | ||
| Referring Expression Segmentation | RefCOCO-g UMD partition (test) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO-g UMD partition (val) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ UMD partition (test B) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ UMD partition (test A) | 23 | Mar 26, 2026 |