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 |
|---|---|---|---|---|
| Multi-judge evaluation | 1 | 1 | Mar 16, 2026 | |
| Multimodal capability profiling | 1 | 1 | May 27, 2026 | |
| Few-shot Biomarker and Subtype Prediction | 1 | 1 | Feb 18, 2026 | |
| One-Time Edit | 1 | 1 | May 27, 2026 | |
| Memory contextualization | 1 | 1 | Apr 1, 2026 | |
| Top-k recovery | 1 | 1 | Jul 3, 2026 | |
| Instruction Tracking | 1 | 1 | Feb 18, 2026 | |
| Short-chain composition | 1 | 1 | May 27, 2026 | |
| Long-context Memory Retrieval |
| 1 |
| 9 |
| Jun 12, 2026 |
| General Reasoning and Creative Writing | 1 | 1 | Mar 16, 2026 |
|---|
| Context Learning Task-Solving | 1 | 1 | May 27, 2026 |
|---|
| Nested-calculator calculation | 1 | 1 | Jul 7, 2026 |
|---|
| Personalized Memory Retrieval | 1 | 1 | Feb 19, 2026 |
|---|
| LLM Routing Resource Efficiency | 1 | 1 | Mar 16, 2026 |
|---|
| Human Evaluation of Value Alignment | 1 | 1 | May 27, 2026 |
|---|
| Therapeutic Competence Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Proactive Task Management | 1 | 1 | May 27, 2026 |
|---|
| Interleaved Reactive-Proactive Requests | 1 | 1 | May 27, 2026 |
|---|
| Long input summarization | 1 | 1 | Feb 18, 2026 |
|---|
| Best-of-N Alignment Evaluation | 1 | 1 | Mar 16, 2026 |
|---|
| Multimodal Reasoning Evaluation | 1 | 1 | Mar 16, 2026 |
|---|
| Emotion Control | 1 | 1 | May 27, 2026 |
|---|
| Multi-Agent Governance | 1 | 1 | Mar 16, 2026 |
|---|
| Reward Model Bias Evaluation | 1 | 1 | May 27, 2026 |
|---|
| Binary Question Answering (Yes/No) | 1 | 1 | Mar 17, 2026 |
|---|