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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 |
|---|---|---|---|---|
| Vision Classification | 4 | 3 | Jun 26, 2026 | |
| Harmful Request Defense | 4 | 4 | Jul 3, 2026 | |
| Abnormal classification | 4 | 2 | Feb 18, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Generative Game Simulation | 4 | 1 | Feb 18, 2026 | |
| ODRL generation | 4 | 1 | Feb 21, 2026 | |
| Geomagnetic map interpolation | 4 | 1 | Feb 27, 2026 | |
| Incident Resolution | 4 | 1 | Feb 21, 2026 | |
| Apnea Detection | 4 | 2 | Mar 27, 2026 | |
| RGB point cloud generation |
| 4 |
| 1 |
| Mar 31, 2026 |
| Permutation Flow Shop Scheduling Problem | 4 | 2 | May 11, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| 5-way few-shot text classification | 4 | 1 | Feb 18, 2026 |
|---|
| Language-to-SQL Parsing | 4 | 1 | Feb 18, 2026 |
|---|
| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
|---|
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
|---|
| Sea Surface Temperature Prediction | 4 | 2 | Feb 24, 2026 |
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| Outdoor visual localization | 4 | 1 | Feb 18, 2026 |
|---|
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
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| Multi-step LLM Interaction | 4 | 1 | Feb 18, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
|---|