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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 |
|---|---|---|---|---|
| Multi-domain Task-Incremental Learning | 7 | 7 | May 28, 2026 | |
| Multi-Task Incremental Learning | 7 | 7 | Jun 16, 2026 | |
| Key Pair Generation | 7 | 2 | Jul 7, 2026 | |
| Ultrasound Segmentation | 7 | 2 | Jun 25, 2026 | |
| Intra-run Loop Closure Detection | 7 | 1 | Feb 18, 2026 | |
| Facial Texture Generation | 7 | 2 | Feb 20, 2026 | |
| Button Pressing | 7 | 5 | Jul 1, 2026 | |
| ICD Coding | 7 | 10 | Jun 16, 2026 | |
| Downstream ML Utility | 7 | 1 |
| Apr 3, 2026 |
| Local Causal Discovery | 7 | 1 | Apr 1, 2026 |
|---|
| Speech Resynthesis | 7 | 5 | Jul 7, 2026 |
|---|
| Song Generation | 7 | 7 | Jun 30, 2026 |
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| 3D Object Editing | 7 | 6 | May 19, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
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| Batch integration | 7 | 1 | Feb 18, 2026 |
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| OCR-related Understanding Tasks | 7 | 8 | May 11, 2026 |
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| Integer Linear Programming Solving | 7 | 3 | May 13, 2026 |
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| Code Refinement | 7 | 4 | Apr 2, 2026 |
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| Cross-view Image Retrieval | 7 | 3 | Jun 4, 2026 |
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| Agentic Task Execution | 7 | 2 | Jun 11, 2026 |
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| Timeline Summarization | 7 | 3 | Jun 12, 2026 |
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| Unsupervised Learning | 7 | 2 | Mar 16, 2026 |
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| Dense Matching | 7 | 2 | Jul 7, 2026 |
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| Engineering Design Optimization | 7 | 4 | Jun 26, 2026 |
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| Refusal Rate Evaluation | 7 | 5 | May 13, 2026 |
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