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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 | RedditS | 49 | Jun 12, 2026 | ||
| Node classification | 49 | Apr 15, 2026 | |||
| Image Classification | Fashion-MNIST 50-client (Non-IID) | 49 | Apr 14, 2026 | ||
| Image Classification | Fashion-MNIST IID 50-client | 49 | Apr 14, 2026 | ||
| Dimension Selection | ML-1M | 49 | Jun 2, 2026 | ||
| Dimension Selection | AliCCP |
| 49 |
| Jun 2, 2026 |
| Dimension Selection | Avazu | 49 | Jun 2, 2026 |
|---|
| Dimension Selection | Criteo | 49 | Jun 2, 2026 |
|---|
| Video Understanding | Video-MME | 49 | Jun 24, 2026 |
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| Medical Visual Question Answering | OMVQA | 49 | Jun 29, 2026 |
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| Code Generation | HumanEval | 49 | May 26, 2026 |
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| Image Classification | ImageNet 1K | 49 | May 21, 2026 |
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| Membership Inference Attack | WikiMIA length 128 (test) | 49 | Apr 1, 2026 |
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| Membership Inference Attack | WikiMIA length 64 (test) | 49 | Apr 1, 2026 |
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| Super-resolution | Kodak24 | 49 | Mar 30, 2026 |
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| Super-resolution | CBSD68 | 49 | Mar 30, 2026 |
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| OOD Detection | ImageNet-1k (ID) vs Places (OOD) 1.0 (test) | 49 | Apr 20, 2026 |
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| Ownership Verification | CIFAR-10 | 49 | Mar 24, 2026 |
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| Object Detection | COCO | 49 | May 19, 2026 |
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| Visual Perception and Reasoning | V* Bench | 49 | May 13, 2026 |
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| Inductive dynamic link prediction | UCI Inductive | 49 | Jun 4, 2026 |
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| Spatio-temporal reasoning | Dyn-Bench | 49 | May 8, 2026 |
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| Automatic Speech Recognition | FLEURS en | 49 | May 26, 2026 |
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| Knowledge | GPQA Diamond | 49 | Jul 7, 2026 |
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| Creative Writing | WildBench | 49 | Jun 1, 2026 |
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