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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 |
|---|---|---|---|---|
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Text Synthesis | 3 | 3 | Apr 30, 2026 | |
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Vehicle Routing Problem with Release Stations | 3 | 1 | Feb 21, 2026 | |
| Non-Stationary Reinforcement Learning | 3 | 1 | Feb 21, 2026 | |
| Persona-based Dialogue Generation | 3 | 2 | Feb 19, 2026 | |
| Skill Learning | 3 | 1 | Feb 27, 2026 | |
| Surface fitting |
|---|
| 3 |
| 2 |
| May 14, 2026 |
| UnlockPickUp | 3 | 2 | Jun 8, 2026 |
|---|
| Communication | 3 | 1 | Feb 21, 2026 |
|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
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| Markdown Format Conversion | 3 | 1 | Feb 18, 2026 |
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| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
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| Next-Brain-Token Prediction | 3 | 1 | Feb 21, 2026 |
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| Joint sparse reconstruction | 3 | 1 | Feb 21, 2026 |
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| Low-shot object recognition | 3 | 1 | Feb 18, 2026 |
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| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
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| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 |
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| Object Counting Ranking | 3 | 1 | Feb 21, 2026 |
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| Motion trajectory prediction | 3 | 1 | Feb 18, 2026 |
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| Population Growth Modeling | 3 | 1 | Feb 21, 2026 |
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| Zero-shot Text-guided Video Editing | 3 | 1 | Feb 18, 2026 |
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| Dynamic Unbalanced Optimal Transport | 3 | 1 | Feb 21, 2026 |
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| Slice Discovery | 3 | 1 | Feb 18, 2026 |
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