Research
Benchmarks for “ade20k”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
253 benchmarksPage 5 of 11
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Instance Segmentation | ADE20K 15 (val) | 10 | Feb 26, 2026 | ||
| Object Part Segmentation | ADE20K Street 111 part classes (test) | 10 | Feb 26, 2026 | ||
| Semantic Image Synthesis | ADE20K outdoor | 10 | Feb 26, 2026 | ||
| Open-Vocabulary Part Segmentation | ADE20K Part zero-shot 234 | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k | 9 | May 21, 2026 | ||
| Interactive Super-resolution | ADE20K Ellipse Interaction | 9 | Apr 9, 2026 | ||
| Interactive Super-resolution | ADE20K Bounding Box Interaction | 9 | Apr 9, 2026 | ||
| Semantic Segmentation | ADE20K Setting 3 | 9 | Mar 4, 2026 | ||
| Semantic Segmentation | ADE20K Setting 2 | 9 | Mar 4, 2026 | ||
| Image Dehazing | ADE20K (test) | 9 | Mar 4, 2026 | ||
| Semantic Segmentation | ADE20K original (test) | 9 | Mar 4, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 100-5 11 steps | 9 | Feb 26, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 100-10 (6 steps) | 9 | Feb 26, 2026 | ||
| Instance Segmentation | ADE20K 80 x 80 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/8 labeled images (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/16 labeled images (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/32 labeled images (val) | 9 | Feb 26, 2026 | ||
| Object Detection | ADE20K open-vocabulary | 9 | Feb 26, 2026 | ||
| Open Vocabulary Semantic Segmentation | ADE20K COCO-trained (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 setting 150 classes (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-50 setting 150 classes (val) | 9 | Feb 26, 2026 | ||
| Exemplar-based image translation | ADE20K | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 50-50 scenario disjoint (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 scenario disjoint (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-50 scenario disjoint (val) | 9 | Feb 26, 2026 |