Research
Benchmarks for “ade20k”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
253 benchmarksPage 6 of 11
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image-to-Image Translation | ADE20K (train val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K | 8 | Mar 17, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 50-50 3 steps | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K-C level 1 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k 100-5 (11 steps) overlapped | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 25-25 protocol (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 protocol (test) | 8 | Feb 26, 2026 | ||
| Object Detection | ADE20K | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split4) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split3) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split2) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split1) | 8 | Feb 26, 2026 | ||
| Image Translation | ADE20k | 8 | Feb 26, 2026 | ||
| Segmentation-conditioned Image Generation | ADE20K (test) | 7 | Jun 26, 2026 | ||
| Depth-to-image generation | ADE20K | 7 | Jun 9, 2026 | ||
| Segmentation-to-image generation | ADE20K | 7 | Jun 9, 2026 | ||
| Semantic Segmentation | ADE20K | 7 | Jul 7, 2026 | ||
| Semantic Segmentation | ADE20k | 7 | Apr 15, 2026 | ||
| Semantic Segmentation | ADE20K 1/64 labeled images (val) | 7 | Feb 26, 2026 | ||
| Image Segmentation | ADE20K | 7 | Feb 26, 2026 | ||
| Layout-to-Image Synthesis | ADE20K (test) | 7 | Feb 26, 2026 | ||
| Layout-to-image synthesis | ADE20K | 7 | Feb 26, 2026 | ||
| Open Vocabulary Panoptic Segmentation | ADE20K COCO-trained (val) | 7 | Feb 26, 2026 | ||
| Open Vocabulary Instance Segmentation | ADE20K COCO-trained (val) | 7 | Feb 26, 2026 | ||
| Object Addition | ADE20K Room (test) | 7 | Feb 26, 2026 |