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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 |
|---|---|---|---|---|---|
| Time Series Forecasting | Weather | 77 | Mar 20, 2026 | ||
| Graph Anomaly Detection | Pubmed | 77 | Jun 30, 2026 | ||
| Multimodal Document Question Answering | MMLongBench-Doc | 77 | Jun 8, 2026 | ||
| Object Detection | OGSOD 2.0 (test) | 77 | Feb 26, 2026 | ||
| Object Detection | SpaceNet6 OTD-Fog (test) | 77 | Feb 26, 2026 | ||
| Multimodal Reasoning |
| DynaMath |
| 77 |
| Jun 23, 2026 |
| Code Generation | HumanEval | 77 | Feb 26, 2026 |
|---|
| General AI Assistant tasks | GAIA | 77 | Jun 9, 2026 |
|---|
| Mathematical Reasoning | MATH500 | 77 | May 7, 2026 |
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| Audio-Visual Speech Recognition | LRS3 (test) | 77 | Apr 2, 2026 |
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| Radiology Report Generation | MIMIC-CXR | 77 | Jul 9, 2026 |
|---|
| Safety Evaluation | StrongReject | 77 | May 12, 2026 |
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| Safety Evaluation | ToxiGen | 77 | Jun 5, 2026 |
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| Multi-hop Question Answering | Multi-hop RAG | 77 | Apr 14, 2026 |
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| Language Modeling | SlimPajama | 77 | Jun 1, 2026 |
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| Traveling Salesman Problem | TSP50 | 77 | Jun 2, 2026 |
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| Graph Classification | OGBG-MOLPCBA v1 (test) | 77 | Feb 26, 2026 |
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| Mathematical Reasoning | MATH v1 (test) | 77 | Jun 2, 2026 |
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| Human-Object Interaction Detection | HICO-DET (Rare First Unseen Combination (RF-UC)) | 77 | Feb 26, 2026 |
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| Visual Question Answering | InfoSeek | 77 | May 19, 2026 |
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| Text-to-Image Generation | COCO 30k | 77 | Jun 30, 2026 |
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| Torque 7 prediction | SARCOS robot arm (test) | 77 | Feb 26, 2026 |
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| Torque 1 prediction | SARCOS robot arm (test) | 77 | Feb 26, 2026 |
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| Image Denoising | BSD68 (σ = 25) | 77 | Jun 30, 2026 |
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| OOD Detection | ImageNet | 77 | Apr 14, 2026 |
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