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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 |
|---|---|---|---|---|---|
| Monocular Depth Estimation | KITTI 2015 (Eigen split) | 95 | Feb 26, 2026 | ||
| Knapsack interdiction problem | Tang 180 instances 10 per size | 95 | Feb 26, 2026 | ||
| Unconditional image generation | CelebA unconditional 64 x 64 | 95 | Feb 26, 2026 | ||
| Visual Task Adaptation | VTAB 1K | 95 | Jun 26, 2026 | ||
| Transductive Node Classification |
| Pubmed (transductive) |
| 95 |
| Feb 26, 2026 |
| Pose Estimation | OCHuman (test) | 95 | Feb 26, 2026 |
|---|
| Toxicity Detection | ToxiGen | 95 | Jun 2, 2026 |
|---|
| Zero-shot Common Sense Reasoning | Zero-shot Suite (PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c) (test) | 95 | Feb 26, 2026 |
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| Scientific Reasoning | GPQA Diamond | 94 | Jul 9, 2026 |
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| Image Classification | MNIST | 94 | Jun 29, 2026 |
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| Link Prediction | Cora | 94 | Jun 11, 2026 |
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| Speech Translation Evaluation | MuST-C | 94 | Apr 9, 2026 |
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| Object Detection | INRIA-Person | 94 | Mar 24, 2026 |
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| Information Retrieval | BRIGHT | 94 | Jun 2, 2026 |
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| Classification | PneumoniaMNIST | 94 | Apr 21, 2026 |
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| Commonsense Reasoning | Winogrande | 94 | Jun 24, 2026 |
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| Structure Comprehending | RealHitBench | 94 | Apr 15, 2026 |
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| Fact Checking | RealHitBench | 94 | Apr 15, 2026 |
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| Needle-in-a-Haystack Retrieval | RULER | 94 | May 22, 2026 |
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| Compositional Image Generation | GenEval | 94 | Jul 2, 2026 |
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| Visual Question Answering | TextVQA | 94 | Mar 25, 2026 |
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| Multimodal Understanding | LLaVA-Bench | 94 | May 18, 2026 |
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| Multimodal Retrieval | MMEB | 94 | May 4, 2026 |
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| Jailbreak Attack | SafeBench Tiny | 94 | Jul 2, 2026 |
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| Node Classification | Products | 94 | Jun 4, 2026 |
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