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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 |
|---|---|---|---|---|
| Chinese Mathematical Reasoning | 1 | 1 | Feb 18, 2026 | |
| Attributing | 1 | 1 | Feb 23, 2026 | |
| Combo Attention (PrefixLM+Softcap+Sigmoid) | 1 | 1 | May 7, 2026 | |
| Next-step suggestion | 1 | 1 | Feb 18, 2026 | |
| Reasoning and Planning | 1 | 1 | Feb 23, 2026 | |
| Hallucination control | 1 | 1 | Feb 18, 2026 | |
| Long-chain Mathematical Reasoning | 1 | 1 | May 8, 2026 | |
| Scenario Reconfiguration | 1 | 1 | Feb 24, 2026 | |
| Cross-skill Interaction Prevention |
| 1 |
| 1 |
| May 8, 2026 |
| Style & chat | 1 | 1 | May 8, 2026 |
|---|
| Medical Active Reasoning | 1 | 1 | May 8, 2026 |
|---|
| Transitivity Reasoning | 1 | 1 | May 8, 2026 |
|---|
| D-separation Reasoning | 1 | 1 | May 8, 2026 |
|---|
| Sparse representation learning | 1 | 1 | May 8, 2026 |
|---|
| Long-context retrieval (Single 1) | 1 | 1 | Feb 24, 2026 |
|---|
| Attribution Method Axiomatic Evaluation | 1 | 1 | May 8, 2026 |
|---|
| Long-context retrieval (MultiKey 3) | 1 | 1 | Feb 24, 2026 |
|---|
| Long-horizon cascade synthesis | 1 | 1 | May 8, 2026 |
|---|
| Single-Objective Task | 1 | 1 | May 8, 2026 |
|---|
| Pairwise anchor type classification | 1 | 1 | Feb 18, 2026 |
|---|
| Long-context retrieval (MultiValue) | 1 | 1 | Feb 24, 2026 |
|---|
| Large Audio-Language Model Safety Evaluation | 1 | 1 | May 8, 2026 |
|---|
| Decision making for adaptive retrieval-augmented generation | 1 | 1 | Feb 18, 2026 |
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| Knowledge Adaptation | 1 | 1 | May 8, 2026 |
|---|
| Idea Generation Evaluation | 1 | 1 | Feb 24, 2026 |
|---|