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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 | |
| PII Extraction | 7 | 4 | Jun 4, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Dose-response estimation | 7 | 2 | May 12, 2026 | |
| Travelling Salesperson Problem | 7 | 1 | Mar 31, 2026 | |
| Surface mesh reconstruction | 7 | 2 | Jul 7, 2026 | |
| Natural Language Query | 7 | 3 | Apr 29, 2026 | |
| Time Series Conformal Prediction | 7 | 3 | Jul 1, 2026 | |
| Rationalization | 7 | 2 | Feb 18, 2026 | |
| Disc segmentation |
| 7 |
| 1 |
| Feb 18, 2026 |
| Feasible arm identification | 6 | 1 | Feb 18, 2026 |
|---|
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 |
|---|
| Dance Generation | 6 | 7 | Jun 23, 2026 |
|---|
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 |
|---|
| Active Exploration | 6 | 2 | Jun 12, 2026 |
|---|
| Residual torque estimation | 6 | 1 | Feb 21, 2026 |
|---|
| Communication Cost Analysis | 6 | 5 | Jun 11, 2026 |
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| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 |
|---|
| Math Word Problems | 6 | 6 | Jun 19, 2026 |
|---|
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 |
|---|
| Numerical Simulation | 6 | 2 | May 11, 2026 |
|---|
| Method Name Prediction | 6 | 1 | Feb 19, 2026 |
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| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 |
|---|
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
|---|
| Domain Adaptive Object Detection | 6 | 2 | Feb 18, 2026 |
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