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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-Task Incremental Learning | 7 | 7 | Jun 16, 2026 | |
| Multi-domain Task-Incremental Learning | 7 | 7 | May 28, 2026 | |
| Instruction Induction | 7 | 6 | May 21, 2026 | |
| Compositional Image Retrieval | 7 | 8 | May 22, 2026 | |
| Keyword Prediction | 7 | 2 | Jun 25, 2026 | |
| Blood Pressure Estimation | 7 | 2 | Apr 14, 2026 | |
| Open-Partial-Set Domain Adaptation | 7 | 6 | Feb 22, 2026 | |
| Crystal Structure Generation | 7 | 7 | May 15, 2026 | |
| Facial Texture Generation |
| 7 |
| 2 |
| Feb 20, 2026 |
| Local Causal Discovery | 7 | 1 | Apr 1, 2026 |
|---|
| Spatiotemporal Inference | 7 | 1 | Apr 1, 2026 |
|---|
| Ultrasound Segmentation | 7 | 2 | Jun 25, 2026 |
|---|
| OCR-related Understanding Tasks | 7 | 8 | May 11, 2026 |
|---|
| Batch integration | 7 | 1 | Feb 18, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| Intra-run Loop Closure Detection | 7 | 1 | Feb 18, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| 3D Pose Transfer | 7 | 3 | Mar 26, 2026 |
|---|
| Scene Text Visual Question Answering | 7 | 9 | Apr 15, 2026 |
|---|
| Integer Linear Programming Solving | 7 | 3 | May 13, 2026 |
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| Modeling Attack | 7 | 2 | Apr 14, 2026 |
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| Communication Delay Evaluation | 7 | 1 | Feb 19, 2026 |
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| Agentic Task Execution | 7 | 2 | Jun 11, 2026 |
|---|
| Localisation | 7 | 4 | Jun 2, 2026 |
|---|
| Timeline Summarization | 7 | 3 | Jun 12, 2026 |
|---|