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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 |
|---|---|---|---|---|---|
| Tabular Regression | 52 Tabular Datasets (test) | 85 | Feb 26, 2026 | ||
| Financial Question Answering | FiQA | 85 | Feb 27, 2026 | ||
| Node Classification | Computers | 85 | Mar 5, 2026 | ||
| Knowledge Graph Question Answering | WebQSP (test) | 85 | Jun 29, 2026 | ||
| Commonsense Reasoning | WinoGrande 5-shot | 85 | May 25, 2026 | ||
| Temporal Question Answering |
| LoCoMo |
| 85 |
| Jun 16, 2026 |
| Science Question Answering | GPQA | 85 | Feb 26, 2026 |
|---|
| Question Answering | MuSiQue (test) | 85 | Jun 30, 2026 |
|---|
| Instruction Following | FollowBench | 85 | May 29, 2026 |
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| Few-Shot Class-Incremental Learning | CUB-200 | 85 | Mar 17, 2026 |
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| Object Detection | LLVIP (test) | 85 | Jul 1, 2026 |
|---|
| Document Visual Question Answering | InfoVQA | 85 | May 29, 2026 |
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| Change Detection | LEVIR | 85 | May 18, 2026 |
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| Relation Extraction | CoNLL 04 | 85 | Jun 30, 2026 |
|---|
| Semantic Segmentation | PASCAL VOC Augmented 2012 | 85 | Feb 26, 2026 |
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| Audio-Visual Question Answering | AVQA | 85 | Jun 2, 2026 |
|---|
| Text-to-Audio Retrieval | Clotho (test) | 85 | Jul 1, 2026 |
|---|
| OOD detection | CIFAR-10 | 85 | Apr 15, 2026 |
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| 3D Instance Segmentation | ScanNet200 (val) | 85 | Jun 9, 2026 |
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| Semantic Segmentation | Cityscapes to ACDC (test) | 85 | May 19, 2026 |
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| Video Anomaly Detection | Avenue (test) | 85 | May 26, 2026 |
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| Semantic Segmentation | CityScapes, BDD, and Mapillary (val) | 85 | Feb 26, 2026 |
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| Long-term forecasting | Electricity (test) | 85 | Apr 30, 2026 |
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| Text-to-Video Generation | MSR-VTT (test) | 85 | Feb 26, 2026 |
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| Object Detection | VisDrone 2019 (val) | 85 | Jun 24, 2026 |
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