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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Semantic Segmentation | PST900 (test) | 80 | May 1, 2026 | ||
| Open Vocabulary Semantic Segmentation | ADE20K A-150 | 79 | May 12, 2026 | ||
| Few-Shot Semantic Segmentation | COCO-20i (test) | 79 | Feb 26, 2026 | ||
| Video Semantic Segmentation | Cityscapes-C (test) | 78 | Feb 26, 2026 | ||
| Few-shot Semantic Segmentation | COCO-20i (val) |
| 78 |
| Feb 26, 2026 |
| Semantic Segmentation | COCO-Stuff 164K (test) | 77 | May 25, 2026 |
|---|
| Semantic Segmentation | SUN-RGBD (test) | 77 | Feb 26, 2026 |
|---|
| Few-Shot Semantic Segmentation | PASCAL-5^i | 76 | Jul 1, 2026 |
|---|
| Semantic Segmentation | ADE20K v1 (val) | 76 | Feb 26, 2026 |
|---|
| Semantic Segmentation | VOC 2012 (val) | 76 | Apr 15, 2026 |
|---|
| 3D Semantic Segmentation | SemanticKITTI (val) | 75 | May 19, 2026 |
|---|
| Semantic Segmentation | PASCAL-5^i Fold-3 | 75 | Feb 26, 2026 |
|---|
| Semantic Segmentation | PASCAL-5^i Fold-2 | 75 | Feb 26, 2026 |
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| Semantic Segmentation | PASCAL-5^i Fold-1 | 75 | Feb 26, 2026 |
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| Semantic Segmentation | PASCAL-5^i Fold-0 | 75 | Feb 26, 2026 |
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| Semantic Segmentation | PASCAL-Context 59 classes (test) | 75 | Feb 26, 2026 |
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| Semantic Segmentation | SYNTHIA-to-Cityscapes 16 categories (val) | 74 | Feb 26, 2026 |
|---|
| Semantic Segmentation | Cityscapes v1 (test) | 74 | Feb 26, 2026 |
|---|
| Semantic Segmentation | NYU V2 | 74 | Feb 27, 2026 |
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| Semantic Segmentation | Pascal-5^i | 73 | Feb 26, 2026 |
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| Semantic Segmentation | SIFT Flow (test) | 73 | Feb 26, 2026 |
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| Open Vocabulary Semantic Segmentation | ADE20K without background | 72 | Mar 25, 2026 |
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| Semantic Segmentation | GTA to Cityscapes | 72 | Feb 26, 2026 |
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| 3D Semantic Segmentation | ScanNet v1 (test) | 72 | Feb 26, 2026 |
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| Semantic Segmentation | SemanticKITTI v1.0 (test) | 71 | Feb 26, 2026 |
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