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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 |
|---|---|---|---|---|
| World Knowledge and Reading Comprehension | 1 | 1 | Feb 18, 2026 | |
| Abductive Commonsense Reasoning | 1 | 3 | Mar 6, 2026 | |
| Theory of Mind - Intention | 1 | 1 | Feb 18, 2026 | |
| Agent Task-solving | 1 | 1 | Feb 18, 2026 | |
| Influential training example identification | 1 | 1 | Apr 21, 2026 | |
| Self-awareness | 1 | 1 | Feb 21, 2026 | |
| End-to-end task completion | 1 | 1 | Apr 21, 2026 | |
| Simulated Patient Dialogue Generation | 1 | 1 | Feb 18, 2026 | |
| Graduate-level Factual Reasoning |
| 1 |
| 1 |
| Feb 21, 2026 |
| Open-ended Climate Analysis | 1 | 1 | Apr 21, 2026 |
|---|
| Long-term memory and reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Standardized Patient Simulation | 1 | 1 | Feb 18, 2026 |
|---|
| Strategic Scenario Quality Assessment | 1 | 1 | Feb 21, 2026 |
|---|
| General Multimodal Intelligence | 1 | 1 | Apr 21, 2026 |
|---|
| Physical Paradox Detection | 1 | 1 | Apr 21, 2026 |
|---|
| Physical reasoning and problem-solving | 1 | 1 | Apr 21, 2026 |
|---|
| Instruction-following and procedural reasoning | 1 | 1 | Apr 21, 2026 |
|---|
| Sequential task management and state maintenance | 1 | 2 | Jun 9, 2026 |
|---|
| General Usability Evaluation | 1 | 1 | Apr 21, 2026 |
|---|
| Analytical Agent Evaluation | 1 | 1 | Apr 21, 2026 |
|---|
| Format Debiasing | 1 | 1 | Feb 21, 2026 |
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| Analytical Agent Reasoning | 1 | 1 | Apr 21, 2026 |
|---|
| Correctness Evaluation | 1 | 2 | Mar 4, 2026 |
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| Multi-dimensional cognitive state understanding | 1 | 1 | Apr 21, 2026 |
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| Series Comparison | 1 | 1 | Apr 21, 2026 |
|---|