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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 |
|---|---|---|---|---|
| Attention Operator Throughput | 3 | 2 | May 7, 2026 | |
| SAR Image Despeckling | 3 | 2 | Feb 21, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Distributional Approximation | 3 | 1 | Feb 21, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Vehicle Routing Problem with Release Stations | 3 | 1 | Feb 21, 2026 | |
| Vehicle Routing Problem with Time Windows (VRPTW) |
| 3 |
| 2 |
| Jun 11, 2026 |
| Video Subject Swapping | 3 | 1 | Feb 18, 2026 |
|---|
| RNA inverse folding | 3 | 2 | Mar 23, 2026 |
|---|
| Image Geolocation | 3 | 9 | Apr 29, 2026 |
|---|
| Geometry-aware inference | 3 | 1 | Feb 18, 2026 |
|---|
| Safety-Utility Trade-off Evaluation | 3 | 3 | Jun 5, 2026 |
|---|
| Nuclear-Thermal Coupling Simulation | 3 | 1 | Feb 21, 2026 |
|---|
| GPCR-ligand interaction prediction | 3 | 1 | Feb 21, 2026 |
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| Molecular Odor Prediction | 3 | 1 | Feb 21, 2026 |
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| Weather editing | 3 | 3 | May 28, 2026 |
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| Non-Stationary Reinforcement Learning | 3 | 1 | Feb 21, 2026 |
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| Few-shot recognition | 3 | 2 | Feb 18, 2026 |
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| UnlockPickUp | 3 | 2 | Jun 8, 2026 |
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| Skill Learning | 3 | 1 | Feb 27, 2026 |
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| Few-shot retrieval | 3 | 1 | Feb 18, 2026 |
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| Communication | 3 | 1 | Feb 21, 2026 |
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| Pathological Classification | 3 | 2 | Mar 17, 2026 |
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