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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 |
|---|---|---|---|---|---|
| Knowledge Graph Question Answering | CWQ (test) | 158 | Jun 29, 2026 | ||
| Visual Question Answering | VQA v2 (val) | 158 | May 26, 2026 | ||
| 3D Human Pose and Shape Estimation | 3DPW (test) | 158 | Feb 26, 2026 | ||
| Semantic Textual Similarity | STS-B |
| 158 |
| Jun 15, 2026 |
| Weakly Supervised Semantic Segmentation | PASCAL VOC 2012 (test) | 158 | Feb 27, 2026 |
|---|
| Node Classification | Coauthor CS | 158 | Jun 2, 2026 |
|---|
| Optical Flow | MPI Sintel Clean (test) | 158 | Feb 26, 2026 |
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| Opinion Polarity Detection | MPQA | 158 | May 7, 2026 |
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| Molecular Property Prediction | MoleculeNet BBBP (scaffold) | 158 | Jun 25, 2026 |
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| Image Classification | ImageNet-1K | 157 | Jul 9, 2026 |
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| Question Answering | OpenBookQA | 157 | Jul 9, 2026 |
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| Anomaly Detection | PSM | 157 | May 26, 2026 |
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| Language Modeling | PennTreeBank (PTB) | 157 | Jun 30, 2026 |
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| Video Captioning | MSVD | 157 | Apr 10, 2026 |
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| 3D Multi-Object Tracking | nuScenes (val) | 157 | Jun 4, 2026 |
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| Text Detection | CTW1500 (test) | 157 | Feb 26, 2026 |
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| Fine-grained visual classification | NABirds (test) | 157 | Feb 26, 2026 |
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| Social Interaction Question Answering | SIQA | 157 | Jun 1, 2026 |
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| Formal Theorem Proving | MiniF2F (test) | 157 | Jun 19, 2026 |
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| Policy Optimization | S-LQR (test) | 156 | May 15, 2026 |
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| Subjective Speech Quality Evaluation | X-Voice (test) | 156 | May 8, 2026 |
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| Text-to-Image Generation | DPG-Bench | 156 | May 19, 2026 |
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| Graph Classification | IMDB-BINARY | 156 | Jun 26, 2026 |
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| Visual Hallucination Evaluation | HallusionBench | 156 | Jul 7, 2026 |
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| Graph Regression | Peptides-struct | 156 | Jun 4, 2026 |
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