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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 |
|---|---|---|---|---|---|
| Text-to-Image Retrieval | MSCOCO 1K (test) | 118 | Mar 31, 2026 | ||
| Kronecker regression | Random n^2 x d^2 design matrix | 118 | Feb 26, 2026 | ||
| Kronecker regression | Synthetic n^2 x d^2 design matrix (test) | 118 | Feb 26, 2026 | ||
| Visual Perception | MMVP | 118 | May 27, 2026 | ||
| CVC-ClinicDB |
| 118 |
| Apr 28, 2026 |
| Visual Place Recognition | SPED | 118 | May 21, 2026 |
|---|
| Correlation to Accuracy Difference | Cora | 117 | May 18, 2026 |
|---|
| Clustering | Random datasets Uniform distribution on the unit interval in R^d (test) | 117 | Apr 10, 2026 |
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| Mathematical Reasoning | AIME 24 | 117 | Jun 19, 2026 |
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| Mathematical Reasoning | AIME24 | 117 | May 12, 2026 |
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| Object Navigation | HM3D | 117 | Jun 18, 2026 |
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| Image Classification | GTSRB | 117 | Jul 8, 2026 |
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| General Reasoning | BBH | 117 | Jun 4, 2026 |
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| Coding | MBPP+ | 117 | May 28, 2026 |
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| Reward Modeling | JudgeBench | 117 | Jun 1, 2026 |
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| Safety Evaluation | Advbench | 117 | Jun 1, 2026 |
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| Infographic Question Answering | InfoVQA | 117 | May 26, 2026 |
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| Text-to-Image Retrieval | DCI | 117 | Jul 2, 2026 |
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| Math Word Problem Solving | GSM8K | 117 | Jul 1, 2026 |
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| Multimodal Evaluation | SEED-Bench | 117 | Jun 9, 2026 |
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| Node Classification | Minesweeper | 117 | Jul 9, 2026 |
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| Question Answering | TriviaQA | 117 | May 11, 2026 |
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| Continual Learning | CIFAR100 Split | 117 | Jun 23, 2026 |
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| 3D Mesh Similarity Metric Correlation | Shape Grading | 117 | Feb 26, 2026 |
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| Few-shot Classification | ModelNet40 10-way 20-shot | 117 | May 6, 2026 |
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