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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 |
|---|---|---|---|---|
| Known IoT Attack Detection | 2 | 1 | Feb 19, 2026 | |
| Computational Overhead Analysis | 2 | 2 | Feb 21, 2026 | |
| Communication Overhead Analysis | 2 | 2 | Apr 7, 2026 | |
| Agent Planning Security and Autonomy | 2 | 1 | Feb 19, 2026 | |
| Model Extraction Attack | 2 | 2 | Feb 19, 2026 | |
| Action-Conditioned Generation | 2 | 2 | Jun 18, 2026 | |
| Category-level absolute pose estimation | 2 | 2 | Jul 7, 2026 | |
| Needle Rotation Tracking | 2 | 1 | Mar 25, 2026 | |
| Model Poisoning Defense |
| 2 |
| 1 |
| Mar 25, 2026 |
| 3D Articulation and Geometry Estimation | 2 | 1 | Mar 25, 2026 |
|---|
| Needle Translation Tracking | 2 | 1 | Mar 25, 2026 |
|---|
| Encoding | 2 | 1 | Mar 25, 2026 |
|---|
| DNA-level interpretability | 2 | 1 | Mar 25, 2026 |
|---|
| Omnidirectional completion | 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 |
|---|
| Proactive Policy Steering | 2 | 1 | Mar 25, 2026 |
|---|
| Emergency Response | 2 | 1 | Mar 25, 2026 |
|---|
| Question Answering Utility Evaluation | 2 | 1 | Feb 19, 2026 |
|---|
| Optical Illusion Character Recognition | 2 | 1 | Mar 25, 2026 |
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| Game Balancing | 2 | 1 | Mar 25, 2026 |
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| Requirements Engineering | 2 | 1 | Mar 25, 2026 |
|---|
| Tumor localization | 2 | 5 | May 19, 2026 |
|---|
| Function Search | 2 | 1 | Feb 19, 2026 |
|---|