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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 |
|---|---|---|---|---|---|
| Visual Question Answering | VQA 2.0 (test-dev) | 337 | Feb 26, 2026 | ||
| Mathematical Reasoning | CollegeMATH | 337 | Jun 30, 2026 | ||
| Time series forecasting | traffic (test) | 334 | Jun 19, 2026 | ||
| Multi-hop Question Answering | HotpotQA (test) |
| 334 |
| Jul 7, 2026 |
| Backdoor Defense | CIFAR10 (test) | 333 | Jun 15, 2026 |
|---|
| Action Recognition | Something-Something v2 (test) | 333 | Feb 27, 2026 |
|---|
| Referring Expression Segmentation | RefCOCO (testA) | 332 | Jul 7, 2026 |
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| Language Modeling | WikiText | 331 | Jun 8, 2026 |
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| Visual Question Answering | OK-VQA | 331 | Jun 26, 2026 |
|---|
| Temporal Action Localization | THUMOS 14 (test) | 331 | Jul 2, 2026 |
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| Classification | CIFAR10 (test) | 331 | May 12, 2026 |
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| Code Generation | HumanEval | 329 | Jun 29, 2026 |
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| Node Classification | WikiCS | 329 | Apr 21, 2026 |
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| Multivariate long-term series forecasting | Weather (test) | 328 | Jun 26, 2026 |
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| Visual Question Answering | RealworldQA | 327 | Jul 8, 2026 |
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| Visual Question Answering | OK-VQA (test) | 327 | Mar 17, 2026 |
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| Monocular Depth Estimation | NYU v2 (test) | 327 | Jul 7, 2026 |
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| Object Tracking | TrackingNet | 327 | May 11, 2026 |
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| Point Cloud Registration | 3DLoMatch (test) | 327 | Mar 16, 2026 |
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| Node Classification | Amazon Photo | 327 | Jun 4, 2026 |
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| Node Classification | Cora-ML | 326 | May 26, 2026 |
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| Text Classification | AG News (test) | 326 | Jun 25, 2026 |
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| Node Classification | Arxiv | 325 | Jun 11, 2026 |
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| Few-shot Segmentation | PASCAL-5i | 325 | Feb 26, 2026 |
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| Image Classification | Fashion-MNIST | 324 | Jun 11, 2026 |
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