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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 |
|---|---|---|---|---|---|
| Change Detection | CDD (test) | 88 | Mar 4, 2026 | ||
| Image Classification | Dogs | 88 | Jul 8, 2026 | ||
| Shape Matching | FAUST (test) | 88 | Jul 8, 2026 | ||
| Question Answering | NarrativeQA (test) | 88 | May 29, 2026 | ||
| Image Classification | CIFAR-10-LT (IF 50) | 88 | Jul 8, 2026 | ||
| 3D Visual Grounding | Nr3D (test) |
| 88 |
| Feb 26, 2026 |
| Super-Resolution | BSD100 4x (test) | 88 | Jun 4, 2026 |
|---|
| Point cloud completion | PCN (test) | 88 | May 20, 2026 |
|---|
| Semantic Segmentation | Pascal VOC 15-1 setting 2012 (val) | 88 | Feb 26, 2026 |
|---|
| Node Classification | arXiv-year (test) | 88 | Feb 26, 2026 |
|---|
| Targeted Hashing Attack | NUS-WIDE | 88 | Feb 26, 2026 |
|---|
| Semantic Segmentation | PASCAL VOC 2012 (train) | 88 | May 14, 2026 |
|---|
| Dialog State Tracking | MultiWOZ 2.1 (test) | 88 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100-LT Imbalance Ratio 100 | 88 | Feb 26, 2026 |
|---|
| Multi-label Classification | ChestX-Ray14 (test) | 88 | Mar 24, 2026 |
|---|
| Image Dehazing | SOTS Indoor | 88 | Jun 23, 2026 |
|---|
| Open-domain Question Answering | TriviaQA | 88 | May 29, 2026 |
|---|
| Node Classification | Cora Full | 88 | Feb 26, 2026 |
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| Video saliency prediction | Hollywood-2 (test) | 88 | Jun 4, 2026 |
|---|
| Text Detection | ICDAR 2013 (test) | 88 | Feb 26, 2026 |
|---|
| Image Retrieval | Paris6k (test) | 88 | Feb 26, 2026 |
|---|
| Chunking | CoNLL 2000 (test) | 88 | Feb 26, 2026 |
|---|
| Time Series Classification | CHARACTER TRAJ. (test) | 88 | Mar 24, 2026 |
|---|
| Node Classification | OGBN-Products | 88 | Jun 1, 2026 |
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| Radiology Report Generation | CheXpert Plus (test) | 88 | Jul 7, 2026 |
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