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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Quality Estimation | 61 | 12 | Jun 26, 2026 | |
| Oriented Object Detection | 61 | 63 | Jun 30, 2026 | |
| Counting | 61 | 60 | Jul 7, 2026 | |
| Weather forecasting | 61 | 29 | Jul 7, 2026 | |
| Point Cloud Reconstruction | 61 | 37 | Jul 7, 2026 | |
| 3D Instance Segmentation | 61 | 69 | Jul 3, 2026 | |
| Maximum Independent Set | 61 | 26 | Jul 2, 2026 | |
| Community Detection | 61 | 14 | Jul 7, 2026 | |
| Speech Reconstruction | 61 | 44 | Jul 7, 2026 | |
| Natural language generation |
| 61 |
| 43 |
| Jun 24, 2026 |
| Multivariate Time Series Anomaly Detection | 60 | 15 | Jun 23, 2026 |
|---|
| Safety Alignment | 60 | 41 | Jul 8, 2026 |
|---|
| Relation Classification | 60 | 38 | Apr 23, 2026 |
|---|
| Speech-to-speech translation | 60 | 24 | Jul 1, 2026 |
|---|
| Text Retrieval | 60 | 82 | Jul 7, 2026 |
|---|
| Unconditional Generation | 60 | 37 | Jun 11, 2026 |
|---|
| Object Goal Navigation | 60 | 61 | Jul 1, 2026 |
|---|
| 3D Visual Grounding | 60 | 66 | Jul 8, 2026 |
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| Ownership Verification | 60 | 11 | Jun 23, 2026 |
|---|
| Partial Differential Equation Solving | 60 | 18 | Jul 9, 2026 |
|---|
| Word Similarity | 60 | 16 | Jul 8, 2026 |
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| Grammatical Error Correction | 60 | 38 | Jun 16, 2026 |
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| Unlearning | 59 | 30 | Jul 7, 2026 |
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| Faithfulness Evaluation | 59 | 25 | Jun 30, 2026 |
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| Visual Navigation | 59 | 19 | Jul 3, 2026 |
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