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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 |
|---|---|---|---|---|---|
| Node Classification | CiteSeer 1% label rate | 45 | Feb 26, 2026 | ||
| Node Classification | CiteSeer 0.5% label rate | 45 | Feb 26, 2026 | ||
| Object Classification | ImageNet ILSVRC (test) | 45 | Feb 26, 2026 | ||
| Document Retrieval | TMC (test) | 45 | Feb 26, 2026 | ||
| Document Retrieval | 20Newsgroups (test) | 45 | Feb 26, 2026 | ||
| Document Retrieval |
| Reuters21578 (test) |
| 45 |
| Feb 26, 2026 |
| Document Retrieval | RCV1 (test) | 45 | Feb 26, 2026 |
|---|
| Constituent Parsing | CTB (test) | 45 | Feb 26, 2026 |
|---|
| Text Classification | SST-1 | 45 | Feb 26, 2026 |
|---|
| Dimensionality Reduction | CIFAR10 | 45 | Feb 26, 2026 |
|---|
| Regression | Boston UCI (test) | 45 | Jun 25, 2026 |
|---|
| Graph Retrieval | Mutag (test) | 45 | Feb 26, 2026 |
|---|
| Graph Retrieval | AIDS (test) | 45 | Feb 26, 2026 |
|---|
| Speaker Verification | VoxCeleb1 Hard Cleaned | 45 | Feb 26, 2026 |
|---|
| Speaker Verification | VoxCeleb1 Cleaned (Extended) | 45 | Feb 26, 2026 |
|---|
| Person Re-Identification | DukeMTMC-reID Market1501 (test) | 45 | Feb 26, 2026 |
|---|
| Image Classification | USPS (test) | 45 | May 20, 2026 |
|---|
| Mathematical Reasoning | MATH-Vision | 45 | Jun 8, 2026 |
|---|
| Low-light Image Enhancement | SDSD | 45 | Mar 19, 2026 |
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| Visual Question Answering | InfoSeek (val) | 45 | May 20, 2026 |
|---|
| Skeleton-based Action Recognition | NTU 120 (X-set120) | 45 | Jun 11, 2026 |
|---|
| Fine-grained Image Classification | Oxford Flowers 102 | 45 | Jun 23, 2026 |
|---|
| Image Classification | MIT-67 (MIT-Indoor) (test) | 45 | Feb 26, 2026 |
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| Text-to-Image Generation | WISE (test) | 45 | May 15, 2026 |
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| Computer Use | OSWorld | 45 | Jun 2, 2026 |
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