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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 |
|---|---|---|---|---|---|
| Argument Classification | ERE-EN (dev) | 42 | Feb 26, 2026 | ||
| Keyphrase extraction | SemEval 2017 | 42 | May 4, 2026 | ||
| Object Detection | KITTI to Cityscapes | 42 | Feb 26, 2026 | ||
| Topic Classification | Yahoo | 42 | Feb 26, 2026 | ||
| Novel View Synthesis | ReNe 1.0 (hard) | 42 | Feb 26, 2026 | ||
| Novel View Synthesis | ReNe easy 1.0 |
| 42 |
| Feb 26, 2026 |
| Multi-view Clustering | Synthetic3d | 42 | May 18, 2026 |
|---|
| Named Entity Recognition | ACE 2005 | 42 | Apr 20, 2026 |
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| Named Entity Recognition | Broad Twitter Corpus | 42 | Apr 20, 2026 |
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| Sleep Staging | SHHS 1 (test) | 42 | Feb 26, 2026 |
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| Text-to-Video Retrieval | MSRVTT (1K-A) | 42 | Feb 27, 2026 |
|---|
| Action Recognition | Kinetics-400 | 42 | Apr 21, 2026 |
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| 3D Human Mesh Estimation | 3DPW | 42 | Feb 26, 2026 |
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| Semantic Segmentation | COCO-Stuff without background class | 42 | Apr 29, 2026 |
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| Question Answering | TruthfulQA | 42 | Feb 26, 2026 |
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| Semantic Segmentation | ADE | 42 | May 8, 2026 |
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| Natural Language Inference | RTE | 42 | Feb 27, 2026 |
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| Commonsense Reasoning | Winogrande | 42 | Feb 27, 2026 |
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| Node Classification | Cornell h=0.3 (test) | 42 | Feb 26, 2026 |
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| Node Classification | Citeseer h=0.74 (test) | 42 | Feb 26, 2026 |
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| Node Classification | Cora h=0.81 (test) | 42 | Feb 26, 2026 |
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| Joint Multiple Intent Detection and Slot Filling | MixATIS (test) | 42 | Feb 26, 2026 |
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| Action Detection | AVA v2.2 | 42 | Feb 26, 2026 |
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| Multi-Agent Reinforcement Learning | TREA rdist | 42 | Feb 26, 2026 |
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| Action Recognition | UCF101 (val) | 42 | Feb 26, 2026 |
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