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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 |
|---|---|---|---|---|
| Triplet Recognition | 6 | 6 | Jun 25, 2026 | |
| Text Translation | 6 | 1 | Feb 18, 2026 | |
| Video Human Removal | 6 | 1 | Apr 1, 2026 | |
| Pick Bottles | 6 | 4 | Jun 23, 2026 | |
| Zero-shot Relation Extraction | 6 | 1 | Feb 18, 2026 | |
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Slide-Level Subtyping | 6 | 1 | Feb 18, 2026 | |
| Model Performance Prediction | 6 | 3 | Feb 18, 2026 | |
| DSL Evaluation | 6 | 1 | Feb 18, 2026 | |
| Phase classification |
| 6 |
| 3 |
| Feb 18, 2026 |
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| Statistical Modeling | 6 | 1 | Mar 31, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Relative Monocular Depth Estimation | 6 | 3 | Feb 18, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Long-horizon agentic tasks | 6 | 1 | Mar 31, 2026 |
|---|
| Continuous Control (Offline RL) | 6 | 1 | Feb 18, 2026 |
|---|
| 3D Human Interaction Reconstruction | 6 | 6 | Jun 16, 2026 |
|---|
| Robotic Pushing | 6 | 3 | Jun 16, 2026 |
|---|
| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
|---|
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Compressed Video Enhancement | 6 | 1 | Feb 18, 2026 |
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| Weed map representation | 6 | 1 | Feb 21, 2026 |
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| Backdoor Attack Defense | 6 | 4 | Jul 1, 2026 |
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| 3D Video Synthesis | 6 | 3 | Feb 18, 2026 |
|---|