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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 |
|---|---|---|---|---|
| Interactive Video Feedback Generation | 1 | 1 | Apr 14, 2026 | |
| Semi-supervised response generation | 1 | 1 | Feb 18, 2026 | |
| Long text-to-video generation | 1 | 1 | Feb 20, 2026 | |
| Federated Multiple Client Unlearning | 1 | 1 | Apr 14, 2026 | |
| Question Answering Generation | 1 | 1 | Apr 14, 2026 | |
| Multi-step Reasoning Question Answering | 1 | 1 | Apr 14, 2026 | |
| Prompt-heavy Aggregate Performance Evaluation | 1 | 1 | Apr 14, 2026 | |
| General Assistant |
| 1 |
| 1 |
| Apr 14, 2026 |
| Knowledge Tracing Report Quality Evaluation | 1 | 1 | Apr 14, 2026 |
|---|
| Knowledge-intensive tasks | 1 | 1 | Apr 14, 2026 |
|---|
| Pairwise human preference | 1 | 1 | Feb 20, 2026 |
|---|
| Speech Role-Playing | 1 | 1 | Apr 14, 2026 |
|---|
| Dialogue Machine Reading Comprehension | 1 | 1 | Feb 18, 2026 |
|---|
| Conversational VQA | 1 | 1 | Feb 18, 2026 |
|---|
| Preference Optimization Evaluation | 1 | 1 | Apr 14, 2026 |
|---|
| Medical Diagnosis and Reasoning | 1 | 1 | Apr 14, 2026 |
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| Multimodal Conversation Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Memory Imitation | 1 | 1 | Feb 20, 2026 |
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| Medical Diagnostic Reasoning | 1 | 1 | Apr 14, 2026 |
|---|
| Multimodal Dialogue | 1 | 1 | Feb 18, 2026 |
|---|
| Real-life Chat LLM Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Generative agent simulation environment construction | 1 | 1 | Feb 20, 2026 |
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| Four-domain mathematical reasoning | 1 | 1 | Apr 14, 2026 |
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| Empathetic Response Ability | 1 | 1 | Apr 14, 2026 |
|---|
| Perceived Creativity Support | 1 | 1 | Feb 20, 2026 |
|---|