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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 |
|---|---|---|---|---|
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Put Carrot on Plate | 4 | 4 | Jul 3, 2026 | |
| Retrieval Following | 4 | 1 | Feb 18, 2026 | |
| Solving Time-dependent Sine-Gordon equation | 4 | 1 | Feb 18, 2026 | |
| Logical deduction | 4 | 4 | May 21, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Time-dependent Allen-Cahn equation solving | 4 | 1 | Feb 18, 2026 | |
| Reagent Prediction | 4 | 7 | Jun 9, 2026 | |
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 | |
| Instance-level classification |
|---|
| 4 |
| 3 |
| Jun 11, 2026 |
| Product Grounding | 4 | 1 | Feb 27, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
|---|
| Instance-level search | 4 | 2 | Feb 18, 2026 |
|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Segmentation Quality Assessment | 4 | 1 | Mar 31, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
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| Visual Classification | 4 | 7 | Jun 30, 2026 |
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| Variable Tracking | 4 | 2 | Mar 12, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 |
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| Risky sample generation | 4 | 1 | Feb 21, 2026 |
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| Monotone Classification | 4 | 2 | Mar 4, 2026 |
|---|