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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 |
|---|---|---|---|---|
| Short-answer reasoning | 1 | 1 | Mar 26, 2026 | |
| Conversational versatility | 1 | 1 | Feb 18, 2026 | |
| AI Peer Review | 1 | 1 | Feb 19, 2026 | |
| System Paradigm Comparison | 1 | 1 | Mar 26, 2026 | |
| Value-action alignment evaluation | 1 | 1 | Feb 19, 2026 | |
| Goal reasoning | 1 | 1 | Mar 26, 2026 | |
| Prosociality assessment | 1 | 1 | Feb 19, 2026 | |
| Belief reasoning | 1 | 1 | Mar 26, 2026 | |
| Counterfactual Knowledge Editing |
| 1 |
| 1 |
| Feb 18, 2026 |
| General Reasoning Summary | 1 | 1 | Feb 19, 2026 |
|---|
| Structured Reasoning and Evaluation | 1 | 1 | Mar 26, 2026 |
|---|
| Structured Flow Evaluation | 1 | 1 | Mar 26, 2026 |
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| Knowledge Frontier | 1 | 1 | Feb 19, 2026 |
|---|
| Multilingual Instruction Tuning | 1 | 1 | Mar 26, 2026 |
|---|
| Automated Research | 1 | 1 | May 12, 2026 |
|---|
| Attacker Effectiveness in Fraudulent Dialogues | 1 | 1 | Feb 19, 2026 |
|---|
| Research Supervision | 1 | 1 | Mar 26, 2026 |
|---|
| Text-Instruction Video-to-Video (TIV2V) | 1 | 1 | Mar 26, 2026 |
|---|
| Long Answer Question Answering | 1 | 3 | Feb 18, 2026 |
|---|
| Encyclopedia-Style Article Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Step Tool Orchestration | 1 | 1 | Mar 27, 2026 |
|---|
| LLM agent prompt injection defense evaluation | 1 | 1 | Mar 27, 2026 |
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| Chatbot Response Generation | 1 | 1 | Mar 27, 2026 |
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| Task Resolution | 1 | 1 | Mar 27, 2026 |
|---|
| In-Context Learning Stability Analysis | 1 | 1 | Mar 27, 2026 |
|---|