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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 |
|---|---|---|---|---|
| TKG reasoning | 2 | 2 | Feb 18, 2026 | |
| 2D Grounding | 2 | 2 | Apr 24, 2026 | |
| Path Deviation Detection | 2 | 1 | Mar 17, 2026 | |
| 3D Captioning | 2 | 5 | Feb 19, 2026 | |
| Unsupervised Dependency Parsing | 2 | 1 | Feb 18, 2026 | |
| Query-to-ad retrieval | 2 | 1 | Mar 17, 2026 | |
| Malicious Goal Evaluation | 2 | 1 | Feb 18, 2026 | |
| Alignment Task Evaluation | 2 | 1 | Feb 18, 2026 | |
| Spoiler Type Classification | 2 |
| 1 |
| Feb 18, 2026 |
| Water Management | 2 | 1 | Feb 21, 2026 |
|---|
| Clickbait Spoiling | 2 | 1 | Feb 18, 2026 |
|---|
| Failure Reasoning and Correction | 2 | 1 | Mar 17, 2026 |
|---|
| Multiple-type control summarization | 2 | 1 | Feb 18, 2026 |
|---|
| Policy comparison | 2 | 1 | Mar 17, 2026 |
|---|
| Multi-frame Video Frame Interpolation | 2 | 1 | Feb 18, 2026 |
|---|
| Genetic Status Prediction | 2 | 1 | Feb 18, 2026 |
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| Diabetic Retinopathy lesion segmentation | 2 | 1 | Feb 18, 2026 |
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| Secure Transformer Inference | 2 | 2 | Apr 14, 2026 |
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| Interactive long video generation | 2 | 2 | Jun 1, 2026 |
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| Unsupervised Face Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Web Task | 2 | 2 | Feb 18, 2026 |
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| Database Searching | 2 | 1 | Mar 17, 2026 |
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| Continual Robot Manipulation | 2 | 2 | Jun 26, 2026 |
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| Reach-avoid navigation | 2 | 2 | Jun 23, 2026 |
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| 3D Intention Prediction | 2 | 1 | Mar 17, 2026 |
|---|