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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 |
|---|---|---|---|---|---|
| Referring Image Segmentation | RefCOCO+ (test B) | 276 | Jun 23, 2026 | ||
| Math Reasoning | GSM8K (test) | 276 | Jun 9, 2026 | ||
| text-to-motion mapping | KIT-ML (test) | 275 | Feb 27, 2026 | ||
| Graph Classification | NCI109 |
| 275 |
| Jun 16, 2026 |
| Mathematical Reasoning | MATH 500 | 274 | Jun 25, 2026 |
|---|
| Question Classification | TREC | 274 | Jun 4, 2026 |
|---|
| Recommendation | Gowalla (test) | 274 | Jun 17, 2026 |
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| Science Question Answering | ScienceQA (test) | 273 | Jun 1, 2026 |
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| Image Classification | CIFAR-10 (test) | 273 | Feb 26, 2026 |
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| Referring Expression Segmentation | RefCOCO (val) | 273 | Jun 4, 2026 |
|---|
| Arithmetic Reasoning | GSM8K | 272 | May 27, 2026 |
|---|
| Image Classification | EMNIST (test) | 272 | Jun 24, 2026 |
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| Image Classification | DomainNet (test) | 272 | Jun 16, 2026 |
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| Action Recognition | NTU-60 (xsub) | 271 | Jun 30, 2026 |
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| Jailbreak Attack | AdvBench | 271 | May 22, 2026 |
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| Image Super-Resolution | BSD100 | 271 | Mar 11, 2026 |
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| Graph Classification | PTC-MR | 271 | Jun 26, 2026 |
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| Text-to-Video Retrieval | MSR-VTT (test) | 271 | Jun 19, 2026 |
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| Text-to-Image Generation | DPG | 270 | Jun 11, 2026 |
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| Image Compressive Sensing | Urban100 | 270 | Jun 4, 2026 |
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| Human-Object Interaction Detection | V-COCO (test) | 270 | Apr 2, 2026 |
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| Multiple Choice Question Answering | ARC Easy | 269 | Jul 2, 2026 |
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| Image Classification | Tiny-ImageNet | 269 | Apr 24, 2026 |
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| Reasoning | ARC | 269 | Jun 19, 2026 |
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| Node Classification | 268 | Jun 23, 2026 |
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