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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 |
|---|---|---|---|---|
| Tensor Compression | 2 | 1 | Feb 20, 2026 | |
| Traffic Flow Forecasting (inflow) | 2 | 1 | Feb 18, 2026 | |
| Block Location Probing | 2 | 2 | Jun 26, 2026 | |
| Block Angle Probing | 2 | 2 | Jun 26, 2026 | |
| Agent Location Probing | 2 | 2 | Jun 26, 2026 | |
| Prompt Hygiene Evaluation | 2 | 1 | Mar 23, 2026 | |
| Sign2Gloss2Text | 2 | 1 | Mar 23, 2026 | |
| Pathological Visual Question Answering | 2 | 1 | Mar 23, 2026 | |
| Quadratic Programming Optimization |
| 2 |
| 2 |
| May 29, 2026 |
| Sign2Text | 2 | 1 | Mar 23, 2026 |
|---|
| Tagging | 2 | 3 | May 29, 2026 |
|---|
| AI-generated paper detection | 2 | 1 | Mar 23, 2026 |
|---|
| Air Quality Index (AQI) Classification | 2 | 2 | Apr 28, 2026 |
|---|
| Animal species (186 classes). Domains: 324 camera locations. | 2 | 4 | Feb 18, 2026 |
|---|
| Text-to-Audio evaluation | 2 | 1 | Mar 23, 2026 |
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| Spatial Configuration | 2 | 1 | Feb 20, 2026 |
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| Asset index prediction | 2 | 1 | Feb 18, 2026 |
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| Infrastructure classification | 2 | 2 | Feb 18, 2026 |
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| Pedestrian intent prediction | 2 | 2 | Apr 27, 2026 |
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| Surrogate safety performance evaluation | 2 | 1 | Mar 23, 2026 |
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| Behaviour Recognition | 2 | 1 | Feb 18, 2026 |
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| Food Classification | 2 | 2 | Jun 30, 2026 |
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| Multi-agent policy synthesis | 2 | 1 | Mar 23, 2026 |
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| Semantic Placement | 2 | 1 | Feb 18, 2026 |
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| Continuous fingertip trajectory tracking | 2 | 1 | Mar 23, 2026 |
|---|