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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 |
|---|---|---|---|---|
| Feasible arm identification | 6 | 1 | Feb 18, 2026 | |
| Robotic Motion Planning | 6 | 2 | Mar 6, 2026 | |
| Dance Generation | 6 | 7 | Jun 23, 2026 | |
| Communication Cost Analysis | 6 | 5 | Jun 11, 2026 | |
| Trajectory Generation via SCP | 6 | 1 | Feb 21, 2026 | |
| Residual torque estimation | 6 | 1 | Feb 21, 2026 | |
| Ad-hoc Video Search | 6 | 3 | Feb 18, 2026 | |
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 | |
| Retinal Layer Segmentation |
| 6 |
| 2 |
| Apr 7, 2026 |
| Language Detoxification | 6 | 2 | Feb 18, 2026 |
|---|
| Active Exploration | 6 | 2 | Jun 12, 2026 |
|---|
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
|---|
| Method Name Prediction | 6 | 1 | Feb 19, 2026 |
|---|
| Numerical Simulation | 6 | 2 | May 11, 2026 |
|---|
| Co-Saliency Detection | 6 | 5 | Mar 11, 2026 |
|---|
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 |
|---|
| Multi-hop Knowledge Graph Question Answering | 6 | 8 | Jul 8, 2026 |
|---|
| Landmark Retrieval | 6 | 3 | Jun 5, 2026 |
|---|
| Domain Adaptive Object Detection | 6 | 2 | Feb 18, 2026 |
|---|
| Semi-supervised Domain Generalization | 6 | 2 | Feb 18, 2026 |
|---|
| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
|---|
| Map Construction | 6 | 2 | Jun 4, 2026 |
|---|
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
|---|
| Mammogram Classification | 6 | 5 | Apr 15, 2026 |
|---|
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
|---|