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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 |
|---|---|---|---|---|
| Encoding | 2 | 1 | Mar 25, 2026 | |
| Subgraph Reconstruction Attack | 2 | 1 | Feb 27, 2026 | |
| Needle Translation Tracking | 2 | 1 | Mar 25, 2026 | |
| DNA-level interpretability | 2 | 1 | Mar 25, 2026 | |
| Computation graph scheduling | 2 | 1 | Mar 25, 2026 | |
| Remote Sensing Image Scene Classification | 2 | 1 | Mar 25, 2026 | |
| Safety Verdict Classification | 2 | 1 | Mar 25, 2026 | |
| Emergency Response | 2 | 1 | Mar 25, 2026 | |
| Proactive Policy Steering |
| 2 |
| 1 |
| Mar 25, 2026 |
| Optical Illusion Character Recognition | 2 | 1 | Mar 25, 2026 |
|---|
| 3D Talking Face Generation | 2 | 3 | Apr 28, 2026 |
|---|
| Safety Compliance Evaluation | 2 | 1 | Feb 19, 2026 |
|---|
| Game Balancing | 2 | 1 | Mar 25, 2026 |
|---|
| Open-ended QA Response Ranking | 2 | 1 | Feb 18, 2026 |
|---|
| Requirements Engineering | 2 | 1 | Mar 25, 2026 |
|---|
| Classical LINDDUN Threat Identification | 2 | 1 | Feb 19, 2026 |
|---|
| Cross-Model Agreement Analysis | 2 | 1 | Feb 19, 2026 |
|---|
| JPEG artifacts removal | 2 | 2 | Feb 18, 2026 |
|---|
| X-ray understanding | 2 | 1 | Feb 20, 2026 |
|---|
| Deblur | 2 | 2 | May 12, 2026 |
|---|
| Blind-Restoration | 2 | 3 | Feb 18, 2026 |
|---|
| Timing Attack | 2 | 1 | Feb 19, 2026 |
|---|
| Timestamp Dependency Detection | 2 | 3 | Apr 8, 2026 |
|---|
| Fine-grained Manipulation Detection | 2 | 1 | Mar 27, 2026 |
|---|
| CVR estimation | 2 | 1 | Mar 26, 2026 |
|---|