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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 |
|---|---|---|---|---|
| Key Pair Generation | 7 | 2 | Jul 7, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Travelling Salesperson Problem | 7 | 1 | Mar 31, 2026 | |
| KV cache compression | 7 | 1 | Mar 31, 2026 | |
| Button Pressing | 7 | 5 | Jul 1, 2026 | |
| Organ-level semantic segmentation | 7 | 1 | Mar 31, 2026 | |
| Text Normalization | 7 | 4 | Jun 24, 2026 | |
| Multi-horizon forecasting | 7 | 2 | May 15, 2026 | |
| Monocular Metric Depth Estimation | 7 | 5 | Jun 1, 2026 | |
| Image-to-Image Generation |
| 7 |
| 7 |
| May 13, 2026 |
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Agentic Task Execution | 7 | 2 | Jun 11, 2026 |
|---|
| Inpainting (Box) | 7 | 5 | Jun 30, 2026 |
|---|
| Single Image Rain Removal | 7 | 3 | May 14, 2026 |
|---|
| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 |
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| Title Generation | 7 | 4 | Jun 4, 2026 |
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| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 |
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| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Counterfactual effect estimation | 7 | 1 | Feb 18, 2026 |
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| 3D Detection | 7 | 7 | Jul 7, 2026 |
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| Short Video Question Answering | 7 | 3 | Jun 11, 2026 |
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| Privacy Attribute Recognition | 7 | 4 | May 20, 2026 |
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| Video Frame Extrapolation | 7 | 2 | Feb 18, 2026 |
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| Dose-response estimation | 7 | 2 | May 12, 2026 |
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| PII Extraction | 7 | 4 | Jun 4, 2026 |
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