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 |
|---|---|---|---|---|
| Skill Composition | 4 | 2 | Jun 17, 2026 | |
| Transitive reasoning | 4 | 1 | Apr 15, 2026 | |
| Accuracy | 4 | 5 | Jun 16, 2026 | |
| Explanation self-consistency | 4 | 1 | Apr 14, 2026 | |
| Therapeutic Game Evaluation | 4 | 1 | Apr 14, 2026 | |
| Chain-of-reasoning | 4 | 1 | Feb 19, 2026 | |
| Tool-use behavioral profiling | 4 | 1 | Apr 15, 2026 | |
| Pairwise Evaluation | 4 | 2 | Jun 1, 2026 | |
| Long-Horizon Stability |
| 4 |
| 2 |
| May 14, 2026 |
| Tool-augmented Reasoning | 4 | 4 | Apr 23, 2026 |
|---|
| Multi-task performance evaluation | 4 | 4 | Jul 7, 2026 |
|---|
| Debate | 4 | 2 | Apr 27, 2026 |
|---|
| CoT Soundness Evaluation | 4 | 1 | Apr 10, 2026 |
|---|
| CoT Naturalness | 4 | 1 | Apr 10, 2026 |
|---|
| Multi-party Dialogue Generation | 4 | 1 | Apr 10, 2026 |
|---|
| Compositional Steering | 4 | 1 | Feb 19, 2026 |
|---|
| Social Dialogue | 4 | 2 | Feb 19, 2026 |
|---|
| Article Generation | 4 | 3 | May 19, 2026 |
|---|
| Long-Context Stability & Retrieval | 4 | 1 | Feb 25, 2026 |
|---|
| Hierarchical Task Decomposition | 4 | 1 | Feb 24, 2026 |
|---|
| Goal-oriented dialogue | 4 | 3 | Apr 15, 2026 |
|---|
| Information Analysis and Processing | 4 | 1 | Apr 8, 2026 |
|---|
| Large Multi-modal Model Evaluation | 4 | 4 | Apr 8, 2026 |
|---|
| LLM Training Performance | 4 | 2 | May 21, 2026 |
|---|
| Function Vector Evaluation | 4 | 1 | Feb 27, 2026 |
|---|