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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 |
|---|---|---|---|---|---|
| Code Generation | MBPP+ | 238 | Jun 1, 2026 | ||
| Dehazing | SOTS | 238 | May 19, 2026 | ||
| Image Classification | DomainNet | 238 | May 12, 2026 | ||
| Question Answering | TriviaQA |
| 238 |
| Mar 30, 2026 |
| Link Prediction | WN18RR | 238 | Jun 9, 2026 |
|---|
| Graph Classification | MUTAG (test) | 238 | Jul 7, 2026 |
|---|
| Robot Manipulation | LIBERO (test) | 237 | Jul 1, 2026 |
|---|
| Vision-and-Language Navigation | REVERIE (val unseen) | 237 | Jul 2, 2026 |
|---|
| Object Detection | COCO | 237 | Mar 31, 2026 |
|---|
| Time series forecasting | electricity (test) | 237 | Jun 19, 2026 |
|---|
| Video Object Segmentation | DAVIS 2017 (test-dev) | 237 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet 2012 (val) | 237 | Jun 9, 2026 |
|---|
| Machine Translation | WMT En-Fr 2014 (test) | 237 | Feb 26, 2026 |
|---|
| Instance Segmentation | COCO 2017 | 236 | May 13, 2026 |
|---|
| Visual Question Answering | GQA (test-dev) | 236 | Jun 2, 2026 |
|---|
| Graph Classification | MUTAG (10-fold cross-validation) | 236 | Jun 11, 2026 |
|---|
| Medical Image Segmentation | BUSI (test) | 236 | Jul 3, 2026 |
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| Video Depth Estimation | Sintel | 235 | Jun 2, 2026 |
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| Semantic Segmentation | ADE20K A-150 | 235 | Jun 9, 2026 |
|---|
| Interactive Segmentation | Berkeley | 235 | Apr 15, 2026 |
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| Document-level Relation Extraction | DocRED (dev) | 235 | Apr 10, 2026 |
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| Few-shot image classification | Mini-Imagenet (test) | 235 | Feb 26, 2026 |
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| Image Classification | ImageNet (test) | 235 | Jun 15, 2026 |
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| Node classification | Ogbn-arxiv | 235 | May 19, 2026 |
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| Radiology Report Generation | MIMIC-CXR (test) | 235 | Jun 30, 2026 |
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