Research
Benchmarks for “ade20k”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Reconstruction | ADE20K semantic labels (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 150 (val) | 4 | Feb 26, 2026 | ||
| Part-aware Segmentation | ADE20K | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K | 3 | Jun 18, 2026 | ||
| Semantic Segmentation | ADE20K RGB | 3 | May 14, 2026 | ||
| Semantic Segmentation | ADE20K MIT Scene Parsing Challenge 2016 (val) | 3 | Mar 20, 2026 | ||
| Object Recognition | ADE20K | 3 | Mar 9, 2026 | ||
| Concept Activation Analysis | ADE20K (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/64 316 labels | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 158 labels (1/128) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k Full (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k Full ZS3 | 3 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | ADE20k 100-5 (11 tasks) (val) | 3 | Feb 26, 2026 | ||
| Controlled Caption Generation | Localized Narratives ADE20k | 3 | Feb 26, 2026 | ||
| Controlled Trace Generation | ADE20k Localized Narratives | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/4 (5052) | 2 | Jul 7, 2026 | ||
| Object Segmentation | ADE20K | 2 | May 12, 2026 | ||
| Segment Anything | ADE20K | 2 | May 12, 2026 | ||
| Global Model Explanation | ADE20K (val) | 2 | Feb 26, 2026 | ||
| Zero-shot Part Segmentation | Pascal-Part-116 cross-dataset (trained on ADE20K-Part-234) (test) | 2 | Feb 26, 2026 | ||
| Segmentation | ADE20K (val) | 2 | Feb 26, 2026 | ||
| Controllable Image Generation | ADE20k | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 150 classes | 2 | Feb 26, 2026 | ||
| Object Removal | ADE20k | 2 | Feb 26, 2026 |