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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 |
|---|---|---|---|---|
| Black-box system prompt extraction | 3 | 1 | Feb 18, 2026 | |
| Functional Circuit Deception | 3 | 1 | Mar 30, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Three-class classification | 3 | 3 | May 12, 2026 | |
| Multi-Class Object Counting | 3 | 1 | Feb 20, 2026 | |
| Concept interpretability | 3 | 2 | Mar 11, 2026 | |
| Plane Geometry Problem Solving | 3 | 2 | Feb 24, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Unsupervised Video Class-Incremental Learning |
| 3 |
| 1 |
| Feb 19, 2026 |
| Direction | 3 | 2 | Jun 16, 2026 |
|---|
| Classical Planning | 3 | 2 | Mar 30, 2026 |
|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| 3D Object Annotation Quality Assessment | 3 | 1 | Feb 20, 2026 |
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| Drone Detection | 3 | 2 | Feb 20, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Description Quality | 3 | 1 | Feb 19, 2026 |
|---|
| In-the-wild model generalization | 3 | 1 | Feb 19, 2026 |
|---|
| Microtubule Segmentation | 3 | 2 | Jun 23, 2026 |
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| Grounded Report Generation | 3 | 2 | Mar 25, 2026 |
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| ECG dialogue response quality evaluation | 3 | 1 | Feb 18, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
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| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|