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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 |
|---|---|---|---|---|---|
| Image Classification | VOC 2007 | 85 | Mar 4, 2026 | ||
| Speaker Verification | VoxCeleb1 (test) | 85 | Jun 4, 2026 | ||
| Temporal Grounding | ActivityNet Captions | 85 | May 26, 2026 | ||
| Offline Reinforcement Learning | D4RL Walker2d Medium v2 |
| 85 |
| Jun 2, 2026 |
| Neural Architecture Search | NASBench-201 CIFAR-10 | 85 | Feb 26, 2026 |
|---|
| Question Answering | SQuAD v1.1 | 85 | May 8, 2026 |
|---|
| Natural Language Inference | SICK | 85 | May 29, 2026 |
|---|
| Image Classification | Oxford Flowers (test) | 85 | May 12, 2026 |
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| Trajectory Prediction | ETH UCY (test) | 85 | Apr 28, 2026 |
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| Human motion prediction | Human3.6M (test) | 85 | Jun 29, 2026 |
|---|
| RGBD Saliency Detection | NLPR | 85 | Feb 26, 2026 |
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| 3D Object Detection | KITTI (val) | 85 | Feb 26, 2026 |
|---|
| Pedestrian Detection | CityPersons (val) | 85 | Feb 26, 2026 |
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| 3D Human Pose Estimation | HumanEva-I (test) | 85 | Feb 26, 2026 |
|---|
| Relation Extraction | NYT (test) | 85 | Feb 26, 2026 |
|---|
| Molecule Property Prediction | MoleculeNet (scaffold split) | 85 | Mar 4, 2026 |
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| PDE Solving | 1d Burgers' equation (test) | 85 | Feb 26, 2026 |
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| Molecular Property Prediction | QM9 | 85 | May 1, 2026 |
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| Face Anti-Spoofing | MSU-MFSD OCI → M | 85 | Feb 26, 2026 |
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| Semantic Segmentation | SUN RGB-D | 85 | May 12, 2026 |
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| Visual Question Answering | E-VQA (test) | 85 | Apr 8, 2026 |
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| Optical Flow | KITTI-15 (test) | 85 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 v1 (Clean) | 84 | Jul 7, 2026 |
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| Edge-crossing minimization | SuiteSparse 14 | 84 | Jul 1, 2026 |
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| Spoof Classification | CASIA-SURF | 84 | Jun 30, 2026 |
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