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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 |
|---|---|---|---|---|---|
| Visual Question Answering | Infrared-COCO (test) | 30 | Apr 6, 2026 | ||
| Image Captioning | Infrared-COCO (test) | 30 | Apr 6, 2026 | ||
| Robot Exploration | Multi-density Forest Mixed (test) | 30 | Apr 6, 2026 | ||
| Robot Exploration | Dense Forest 0.2 TREES / m2 (test) | 30 | Apr 6, 2026 | ||
| Robot Exploration | Mid-density Forest 0.15 TREES / m2 (test) |
| 30 |
| Apr 6, 2026 |
| Robot Exploration | Sparse Forest 0.1 TREES / m2 (test) | 30 | Apr 6, 2026 |
|---|
| Adversarial Attack | 2Wiki | 30 | Apr 6, 2026 |
|---|
| Node Classification | Reddit-CL | 30 | Jul 2, 2026 |
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| Node Classification | Arxiv-CL | 30 | Jul 2, 2026 |
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| Node Classification | CoraFull CL | 30 | Jul 2, 2026 |
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| Visual Question Answering | Pooled medical VQA dataset Open | 30 | Apr 6, 2026 |
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| Visual Question Answering | Pooled medical VQA dataset Closed | 30 | Apr 6, 2026 |
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| Articulated Object Rendering | PartNet-Mobility source and target | 30 | Apr 6, 2026 |
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| Mesh reconstruction | Prostate dataset (Specimens 65-70) | 30 | Apr 6, 2026 |
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| Infrared Small Target Detection | NUAA-SIRST to IRSTD-1K | 30 | Apr 3, 2026 |
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| Chart2Code | ChartMimic | 30 | Apr 3, 2026 |
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| Content Moderation | OpenAI Content Moderation | 30 | Apr 7, 2026 |
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| Classification | wine | 30 | Jun 29, 2026 |
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| Classification | tic-tac-toe | 30 | Jun 29, 2026 |
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| Classification | chess | 30 | Jun 29, 2026 |
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| Classification | adult | 30 | Jun 29, 2026 |
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| Language Modeling | HELM macro-averaged (test) | 30 | Apr 2, 2026 |
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| Medical Question Answering | Medec | 30 | Apr 2, 2026 |
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| Medical Question Answering | MedCalc-Bench | 30 | Apr 2, 2026 |
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| Criteria-conditioned Clustering | Clevr-4c OpenSMC | 30 | Apr 2, 2026 |
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