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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 |
|---|---|---|---|---|
| Cultural Awareness & Instruction Following | 1 | 1 | Mar 18, 2026 | |
| General Multi-modal Assistant Task | 1 | 1 | Feb 27, 2026 | |
| Clinical Intent Alignment | 1 | 1 | Feb 19, 2026 | |
| Creative Plot Generation | 1 | 1 | Mar 18, 2026 | |
| Long-horizon Dialogue Reasoning | 1 | 1 | Mar 18, 2026 | |
| Personalized memory reasoning | 1 | 1 | Mar 18, 2026 | |
| Multi-turn Chat Conversation | 1 | 1 | Mar 18, 2026 | |
| Logical Coherence | 1 | 1 | Mar 18, 2026 | |
| Multi-turn response generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Analytical and personal anecdote writing | 1 | 1 | Mar 18, 2026 |
|---|
| Spoken Task-Oriented Dialogue | 1 | 1 | Mar 18, 2026 |
|---|
| Truthfulness and Informativeness | 1 | 2 | Feb 18, 2026 |
|---|
| Value Alignment Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Agentic Presentation Generation | 1 | 1 | Mar 18, 2026 |
|---|
| Value Consistency Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Author Response Generation | 1 | 1 | Feb 19, 2026 |
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| Language Model Unlearning | 1 | 2 | May 4, 2026 |
|---|
| Pluralistic Alignment | 1 | 1 | Feb 19, 2026 |
|---|
| Arabic Function Calling | 1 | 1 | Mar 19, 2026 |
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| Overton Alignment | 1 | 1 | Feb 19, 2026 |
|---|
| Adversarial Prompt Detection | 1 | 1 | Mar 19, 2026 |
|---|
| Autonomous research pipeline execution | 1 | 1 | Mar 19, 2026 |
|---|
| Scattered Sequence Copying | 1 | 1 | Feb 18, 2026 |
|---|
| Consistency Assessment of Generated Reference Points | 1 | 1 | Feb 18, 2026 |
|---|
| Steerable Alignment | 1 | 1 | Feb 19, 2026 |
|---|