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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 |
|---|---|---|---|---|
| Robot Obstacle Avoidance | 6 | 1 | Feb 18, 2026 | |
| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 | |
| Multi-object image generation | 6 | 2 | Jun 16, 2026 | |
| Vectorized HD Map Construction | 6 | 9 | Mar 23, 2026 | |
| Dialogue Act Classification | 6 | 6 | May 21, 2026 | |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 | |
| Saliency Heatmap Prediction | 6 | 1 | Feb 18, 2026 | |
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Multi-robot Active Mapping |
| 6 |
| 1 |
| Feb 27, 2026 |
| Statistical Modeling | 6 | 1 | Mar 31, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Identity Customization | 6 | 3 | Jul 8, 2026 |
|---|
| Driver Attention Prediction | 6 | 3 | Mar 16, 2026 |
|---|
| Rearrange | 6 | 3 | Mar 13, 2026 |
|---|
| Heart-rate prediction | 6 | 5 | Mar 4, 2026 |
|---|
| Multi-target Classification | 6 | 1 | Feb 18, 2026 |
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| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 |
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| JPEG Compression Artifact Reduction | 6 | 8 | May 26, 2026 |
|---|
| Fluid Dynamics Forecasting | 6 | 2 | May 20, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Binary Integer Multiplication | 6 | 1 | Apr 1, 2026 |
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| Medical Dialogue Generation | 6 | 4 | Jun 23, 2026 |
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| Autonomous rollout classification | 6 | 1 | Mar 31, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Protein backbone generation | 6 | 4 | Mar 13, 2026 |
|---|