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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 |
|---|---|---|---|---|
| Academic Examination | 1 | 1 | May 14, 2026 | |
| Constraint Satisfaction Plan Generation | 1 | 1 | May 14, 2026 | |
| Closed-ended Task Evaluation | 1 | 1 | Feb 18, 2026 | |
| General-purpose Behavior | 1 | 1 | Feb 18, 2026 | |
| Intermediate answer generation | 1 | 1 | Mar 5, 2026 | |
| Web Reasoning | 1 | 1 | May 14, 2026 | |
| Model Merging Evaluation | 1 | 1 | May 14, 2026 | |
| Multi-task and Multi-image Reasoning | 1 | 1 | May 14, 2026 | |
| Overall Language Model Evaluation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Prompt Enhancement for Video Generation | 1 | 1 | Mar 5, 2026 |
|---|
| Skill Knowledge | 1 | 1 | May 14, 2026 |
|---|
| Prompt Enhancement for Text-to-Video Generation | 1 | 1 | Mar 5, 2026 |
|---|
| Distractor Selection | 1 | 1 | May 14, 2026 |
|---|
| Abstention Trigger | 1 | 1 | May 14, 2026 |
|---|
| Interactive Text Editing (Continuation) | 1 | 1 | Feb 18, 2026 |
|---|
| Joke generation | 1 | 2 | Mar 20, 2026 |
|---|
| Post-training Evaluation | 1 | 1 | Mar 5, 2026 |
|---|
| Intent Shifting | 1 | 1 | May 14, 2026 |
|---|
| Safety certification of tool-integrated LLMs | 1 | 1 | May 14, 2026 |
|---|
| Multitask Knowledge Evaluation | 1 | 1 | May 14, 2026 |
|---|
| Multi-turn psychiatric consultation | 1 | 1 | Mar 5, 2026 |
|---|
| Persuasive essay production against scientific consensus | 1 | 1 | May 14, 2026 |
|---|
| Support-faithfulness evaluation | 1 | 1 | Mar 5, 2026 |
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| Tool-use Agent Tasks | 1 | 1 | May 14, 2026 |
|---|
| Intent-conditioned counterspeech generation | 1 | 1 | Feb 18, 2026 |
|---|