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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 |
|---|---|---|---|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| EHR prediction | 7 | 2 | Apr 27, 2026 | |
| Timbre Transfer | 7 | 4 | Jun 16, 2026 | |
| Multi-Human Parsing | 7 | 4 | Feb 18, 2026 | |
| Multi-person Tracking | 7 | 5 | May 19, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Conformer Generation | 7 | 6 | Apr 24, 2026 | |
| Spatiotemporal Inference | 7 | 1 | Apr 1, 2026 | |
| Local Causal Discovery | 7 | 1 | Apr 1, 2026 | |
| Temporal Alignment |
| 7 |
| 4 |
| Feb 18, 2026 |
| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
|---|
| Button Pressing | 7 | 5 | Jul 1, 2026 |
|---|
| Compositional Image Retrieval | 7 | 8 | May 22, 2026 |
|---|
| Instruction Induction | 7 | 6 | May 21, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Keyword Prediction | 7 | 2 | Jun 25, 2026 |
|---|
| Multi-domain Task-Incremental Learning | 7 | 7 | May 28, 2026 |
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| Traffic Detection | 7 | 2 | Jul 9, 2026 |
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| Vein Segmentation | 7 | 3 | Apr 9, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Modeling Attack | 7 | 2 | Apr 14, 2026 |
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| Integer Linear Programming Solving | 7 | 3 | May 13, 2026 |
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| Ultrasound Segmentation | 7 | 2 | Jun 25, 2026 |
|---|
| Intra-run Loop Closure Detection | 7 | 1 | Feb 18, 2026 |
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| Facial Texture Generation | 7 | 2 | Feb 20, 2026 |
|---|