Research
Benchmarks for “ade20k”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
253 benchmarksPage 4 of 11
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | ADE20K without background class (val) | 14 | Mar 24, 2026 | ||
| Panoptic Segmentation | ADE20K open-vocabulary | 14 | Feb 26, 2026 | ||
| Query Accuracy | ADE20K Fresh 500 examples (test) | 13 | Jun 19, 2026 | ||
| Part Segmentation | ADE20K | 13 | Jun 15, 2026 | ||
| Semantic Segmentation | ADE20K 38 (val) | 13 | Feb 26, 2026 | ||
| Instance Segmentation | ADE20K open-vocabulary | 13 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | ADE20K 100-10 overlapped setting v2 (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k overlapped (50-50 (3 steps)) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k 100-50 (2 steps) overlapped | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 80k iterations (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K to COCO-164K (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 overlapped (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (1 64) | 11 | Jul 7, 2026 | ||
| Semantic Segmentation | ADE20K (50-50 (3 steps)) | 11 | Feb 26, 2026 | ||
| Mask Classification | ADE20K 150 | 11 | May 19, 2026 | ||
| Mask Classification | ADE20K 847 | 11 | May 19, 2026 | ||
| Adversarial Attack | ADE20K (test) | 11 | Feb 26, 2026 | ||
| Unsupervised Open-vocabulary Semantic Segmentation | ADE20K (val) | 11 | Feb 26, 2026 | ||
| Panoptic Segmentation | ADE20K 15 (val) | 11 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k | 10 | May 20, 2026 | ||
| Continual Panoptic Segmentation | ADE20K 100-10 Overlap stream | 10 | May 13, 2026 | ||
| Semantic Segmentation | ADE20K 2016 (val) | 10 | Mar 27, 2026 | ||
| Semantic Image Synthesis | ADE20K to Cityscapes target: 100 images | 10 | Feb 26, 2026 | ||
| Semantic Image Synthesis | ADE20K to COCO-Stuff target: 100 images | 10 | Feb 26, 2026 | ||
| Semantic Image Synthesis | COCO-Stuff to ADE20K target: 100 images | 10 | Feb 26, 2026 |