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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 |
|---|---|---|---|---|
| Outdoor Vision-and-Language Navigation | 2 | 1 | Feb 18, 2026 | |
| Rationale alignment | 2 | 2 | Jun 5, 2026 | |
| Multilingual NLP | 2 | 1 | Feb 19, 2026 | |
| Skewness Prediction | 2 | 1 | Mar 26, 2026 | |
| Estimation and Uncertainty Quantification | 2 | 1 | Mar 26, 2026 | |
| Zero-shot NLP Evaluation | 2 | 2 | Feb 22, 2026 | |
| Spatiotemporal intensity recovery | 2 | 1 | Mar 26, 2026 | |
| Latent multi-hop reasoning | 2 | 1 | Feb 19, 2026 | |
| Point Mass navigation |
| 2 |
| 1 |
| Mar 26, 2026 |
| Marginal intensity recovery | 2 | 1 | Mar 26, 2026 |
|---|
| Standard-to-dialect Bengali translation | 2 | 1 | Feb 19, 2026 |
|---|
| Standard Deviation Prediction | 2 | 1 | Mar 26, 2026 |
|---|
| EHR Generation Fidelity | 2 | 1 | Mar 26, 2026 |
|---|
| Blended Emotion Recognition | 2 | 2 | May 21, 2026 |
|---|
| Discriminability (C2ST) | 2 | 1 | Mar 26, 2026 |
|---|
| Open Table-and-Text Question Answering | 2 | 2 | Feb 18, 2026 |
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| Natural Language to FHIRPath query generation | 2 | 1 | Mar 26, 2026 |
|---|
| Audio Speech Recognition | 2 | 4 | Mar 24, 2026 |
|---|
| Multimodal Chart Reasoning | 2 | 2 | Jun 11, 2026 |
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| Complex retrieval and positional sorting | 2 | 1 | Feb 19, 2026 |
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| Textual Graph Reasoning | 2 | 3 | Jul 2, 2026 |
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| CTCVR estimation | 2 | 1 | Mar 26, 2026 |
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| CVR estimation | 2 | 1 | Mar 26, 2026 |
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| Multi-hop grounding | 2 | 1 | Feb 19, 2026 |
|---|
| Long Story Evaluation | 2 | 1 | Feb 19, 2026 |
|---|