Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Safety Recovery | 1 | 1 | May 12, 2026 | |
| Metacognition Steering Evaluation | 1 | 1 | May 12, 2026 | |
| Detecting early-warning signals for conversational breakdown | 1 | 1 | May 12, 2026 | |
| Social interaction reasoning | 1 | 1 | May 12, 2026 | |
| Ethical Reasoning | 1 | 1 | Mar 4, 2026 | |
| Counseling Quality Evaluation | 1 | 1 | May 12, 2026 | |
| Creative Story Generation | 1 | 1 | May 12, 2026 | |
| Subjective Trait Evaluation | 1 | 1 | Mar 4, 2026 | |
| Creative Storytelling |
| 1 |
| 1 |
| May 12, 2026 |
| Open-ended Generation (CHAIR Metric) | 1 | 1 | Mar 4, 2026 |
|---|
| Context Compression Evaluation | 1 | 1 | May 12, 2026 |
|---|
| Multi-modal Understanding and Reasoning | 1 | 1 | Mar 4, 2026 |
|---|
| Cost-aware LLM Routing | 1 | 1 | May 12, 2026 |
|---|
| Medical Reasoning Evaluation | 1 | 1 | Mar 4, 2026 |
|---|
| Tool-augmented agent execution | 1 | 3 | Jun 16, 2026 |
|---|
| Natural Language Understanding and Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-turn Multi-image Dialog | 1 | 1 | Feb 18, 2026 |
|---|
| Empathetic Dialogue Interaction | 1 | 1 | Feb 18, 2026 |
|---|
| Causal Tool Use | 1 | 1 | May 12, 2026 |
|---|
| Causal Tool Verification | 1 | 1 | May 12, 2026 |
|---|
| General Model Performance Evaluation | 1 | 1 | Mar 4, 2026 |
|---|
| Jailbreak Prompt Quality Evaluation | 1 | 1 | May 12, 2026 |
|---|
| Jailbreak Prompt Generation | 1 | 1 | May 12, 2026 |
|---|
| Empathetic Intervention | 1 | 1 | Feb 18, 2026 |
|---|
| Reasoning Robustness | 1 | 1 | Mar 4, 2026 |
|---|