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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 | ADE20K (val) | 3,089 | Jul 7, 2026 | ||
| Semantic Segmentation | ADE20K | 1,028 | Apr 30, 2026 | ||
| Semantic Segmentation | ADE20K |
| 699 |
| Jul 7, 2026 |
| Semantic Segmentation | ADE20K A-150 | 235 | Jun 9, 2026 |
|---|
| Semantic Segmentation | ADE20K 847 | 116 | Jun 9, 2026 |
|---|
| Open-vocabulary semantic segmentation | ADE20K | 110 | Jun 16, 2026 |
|---|
| Panoptic Segmentation | ADE20K (val) | 99 | May 19, 2026 |
|---|
| Semantic Segmentation | ADE20K 52 (val) | 96 | May 26, 2026 |
|---|
| Semantic Segmentation | ADE20K | 90 | Jun 15, 2026 |
|---|
| Open Vocabulary Semantic Segmentation | ADE20K A-150 | 79 | May 12, 2026 |
|---|
| Semantic Segmentation | ADE20K v1 (val) | 76 | Feb 26, 2026 |
|---|
| Open Vocabulary Semantic Segmentation | ADE20K without background | 72 | Mar 25, 2026 |
|---|
| Semantic Segmentation | ADE20K A-847 (val) | 70 | Feb 27, 2026 |
|---|
| Semantic Image Synthesis | ADE20K | 66 | Feb 27, 2026 |
|---|
| Semantic Segmentation | ADE20K A-150 (val) | 65 | Feb 26, 2026 |
|---|
| Semantic Grounding | ADE20k | 64 | Feb 26, 2026 |
|---|
| Segmentation | ADE20K | 59 | Mar 20, 2026 |
|---|
| Semantic Segmentation | ADE20K 83 (val) | 56 | Feb 26, 2026 |
|---|
| Semantic Segmentation | ADE20k (100-5) | 54 | Feb 26, 2026 |
|---|
| Semantic Segmentation | ADE20K 150 semantic categories (val) | 51 | May 13, 2026 |
|---|
| Panoptic Segmentation | ADE20K | 50 | May 20, 2026 |
|---|
| Semantic Segmentation | ADE20K (test) | 50 | Feb 26, 2026 |
|---|
| Semantic Segmentation | ADE20K | 48 | May 8, 2026 |
|---|
| Semantic Image Synthesis | ADE20K (val) | 47 | Feb 26, 2026 |
|---|
| Semantic Segmentation | ADE20K | 43 | Jul 7, 2026 |
|---|