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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 |
|---|---|---|---|---|
| gene expression prediction | 38 | 16 | Jul 7, 2026 | |
| Perception | 38 | 20 | Jun 30, 2026 | |
| Out-of-Distribution Generalization | 38 | 6 | Jun 5, 2026 | |
| Image Recognition | 38 | 20 | Jun 18, 2026 | |
| Relational inference | 38 | 2 | Apr 15, 2026 | |
| Long-form Question Answering | 38 | 28 | Jul 7, 2026 | |
| Few-shot Semantic Segmentation | 38 | 53 | Jul 1, 2026 | |
| Complex Reasoning | 38 | 33 | Jul 7, 2026 | |
| Red Teaming | 38 | 18 | Jul 2, 2026 | |
| Video Interpolation |
|---|
| 38 |
| 23 |
| Jun 1, 2026 |
| Image Matching | 38 | 19 | Jul 1, 2026 |
|---|
| Network Intrusion Detection | 38 | 20 | Jul 9, 2026 |
|---|
| Identifying mislabeled points | 38 | 1 | May 21, 2026 |
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| Continuous Optimization | 38 | 7 | Jul 1, 2026 |
|---|
| Node unlearning | 38 | 1 | Feb 21, 2026 |
|---|
| State Reconstruction | 38 | 4 | Jun 23, 2026 |
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| Sarcasm Detection | 38 | 25 | Jun 16, 2026 |
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| Layout-to-Image Generation | 38 | 16 | Jul 1, 2026 |
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| Incremental Learning | 37 | 22 | May 13, 2026 |
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| Top-K Recommendation | 37 | 20 | Jun 23, 2026 |
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| Visual Mathematical Reasoning | 37 | 70 | Jul 7, 2026 |
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| Univariate Time Series Forecasting | 37 | 21 | Jul 8, 2026 |
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| Graph Coloring | 37 | 8 | Jun 4, 2026 |
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| Natural Language Processing | 37 | 22 | Jul 7, 2026 |
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| Competitive Programming | 37 | 26 | Jul 7, 2026 |
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