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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 |
|---|---|---|---|---|
| Multi-turn 3D Editing | 1 | 1 | May 19, 2026 | |
| Mathematical Proof Reward Modeling | 1 | 1 | Feb 18, 2026 | |
| Personalized Dialogue Evaluation | 1 | 1 | Mar 10, 2026 | |
| Knowledge-aware refusal | 1 | 1 | May 19, 2026 | |
| completion task | 1 | 1 | Feb 18, 2026 | |
| Personalized Answer Generation | 1 | 1 | Mar 10, 2026 | |
| Mathematical Claim Generation | 1 | 1 | May 29, 2026 | |
| LLM-judge preference scoring | 1 | 1 | Feb 18, 2026 | |
| Capability Retention |
| 1 |
| 1 |
| May 19, 2026 |
| Closed-book recall | 1 | 1 | May 19, 2026 |
|---|
| General-domain capability retention | 1 | 1 | May 19, 2026 |
|---|
| Multi-turn clinical response generation | 1 | 1 | May 19, 2026 |
|---|
| Question-based Generation | 1 | 1 | Mar 10, 2026 |
|---|
| Even Pairs | 1 | 1 | May 19, 2026 |
|---|
| Task Fulfillment | 1 | 1 | Mar 10, 2026 |
|---|
| General Description | 1 | 1 | May 19, 2026 |
|---|
| Diversity of solution strategies | 1 | 1 | May 19, 2026 |
|---|
| Alignment with Human Preferences | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task model alignment and mixing | 1 | 1 | Feb 19, 2026 |
|---|
| Refusal Control | 1 | 2 | Mar 17, 2026 |
|---|
| Reasoning Correction | 1 | 1 | May 19, 2026 |
|---|
| Long-context Instruction Following | 1 | 1 | Mar 10, 2026 |
|---|
| Intent Mismatch Detection | 1 | 1 | May 19, 2026 |
|---|
| Expert-Level Human Knowledge Reasoning | 1 | 1 | May 19, 2026 |
|---|
| Deep Search and Research Reasoning | 1 | 1 | May 19, 2026 |
|---|