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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 |
|---|---|---|---|---|---|
| Predicting Answer Correctness | TriviaQA (val) | 199 | Jun 2, 2026 | ||
| Hallucination Detection | NQ | 199 | Jun 23, 2026 | ||
| Multimodal Reasoning | WeMath | 199 | Jun 30, 2026 | ||
| Image Classification | ImageNet-1K | 199 | Jun 2, 2026 | ||
| Image Classification | ImageNet 1K (val) |
| 199 |
| Mar 4, 2026 |
| Image Classification | SVHN (test) | 199 | Feb 26, 2026 |
|---|
| Point Cloud Registration | 3DMatch | 199 | Jul 2, 2026 |
|---|
| Visual Entailment | SNLI-VE (test) | 199 | May 8, 2026 |
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| Long-term time-series forecasting | ETTm1 (test) | 199 | Jun 1, 2026 |
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| Question Answering | QA Suite Zero-shot (PIQA, ARC-E, ARC-C, BoolQ, HellaSwag, WinoGrande) | 199 | Jun 11, 2026 |
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| Performance Estimation | ToxicChat | 198 | Apr 28, 2026 |
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| Performance Estimation | SVAMP | 198 | Apr 28, 2026 |
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| Performance Estimation | MMLU | 198 | Apr 28, 2026 |
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| Performance Estimation | JigSaw | 198 | Apr 28, 2026 |
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| Node Classification | PubMed (test) | 198 | Jul 1, 2026 |
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| Matrix Multiplication Latency | Synthetic Matrix Multiplication Shapes | 198 | Apr 7, 2026 |
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| Emotion Recognition | SEED-IV Session 2 → Session 3 | 198 | Feb 26, 2026 |
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| Emotion Recognition | SEED-IV Session 1 → Session 3 | 198 | Feb 26, 2026 |
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| Mathematical Reasoning | AMC 23 | 198 | Feb 26, 2026 |
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| Image Classification | Flowers-102 | 198 | Apr 13, 2026 |
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| Image Classification | CIFAR-100 NAS-Bench-201 (test) | 198 | May 22, 2026 |
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| 3D Instance Segmentation | ScanNet V2 (val) | 198 | Mar 23, 2026 |
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| Performance Estimation | StrategyQA | 197 | Apr 28, 2026 |
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| Mathematical Reasoning | GSM8K | 197 | Mar 18, 2026 |
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| 3D Question Answering | SQA3D (test) | 197 | Jul 7, 2026 |
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