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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 |
|---|---|---|---|---|
| Action-Conditioned Generation | 2 | 2 | Jun 18, 2026 | |
| Function Search | 2 | 1 | Feb 19, 2026 | |
| Needle Translation Tracking | 2 | 1 | Mar 25, 2026 | |
| Category-level absolute pose estimation | 2 | 2 | Jul 7, 2026 | |
| Needle Rotation Tracking | 2 | 1 | Mar 25, 2026 | |
| Generic Segmentation | 2 | 2 | Feb 18, 2026 | |
| DNA-level interpretability | 2 | 1 | Mar 25, 2026 | |
| Crosslingual Document Classification | 2 | 2 | Feb 18, 2026 | |
| Braking alert prediction |
| 2 |
| 1 |
| Mar 26, 2026 |
| Semantic Entity Labeling | 2 | 2 | Feb 22, 2026 |
|---|
| DMA Identification | 2 | 1 | Feb 19, 2026 |
|---|
| Encoding | 2 | 1 | Mar 25, 2026 |
|---|
| Cardiac Phenotype Regression | 2 | 1 | Feb 18, 2026 |
|---|
| Micro-gesture classification | 2 | 4 | Mar 18, 2026 |
|---|
| Safety Verdict Classification | 2 | 1 | Mar 25, 2026 |
|---|
| Remote Sensing Image Scene Classification | 2 | 1 | Mar 25, 2026 |
|---|
| Proactive Policy Steering | 2 | 1 | Mar 25, 2026 |
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| Emergency Response | 2 | 1 | Mar 25, 2026 |
|---|
| Internal memory extraction attack detection | 2 | 1 | Feb 19, 2026 |
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| External memory extraction attack detection | 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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| action similarity labeling | 2 | 2 | Feb 18, 2026 |
|---|
| Spatial and Temporal Understanding | 2 | 1 | Mar 25, 2026 |
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| Vulnerability Reasoning | 2 | 1 | Feb 19, 2026 |
|---|