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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 |
|---|---|---|---|---|
| Language Modeling and Question Answering | 2 | 2 | Feb 24, 2026 | |
| Protoform reconstruction | 2 | 1 | Feb 27, 2026 | |
| Word Reconstruction | 2 | 1 | Feb 27, 2026 | |
| Bird-Eye-View (BEV) Object Detection | 2 | 2 | Feb 18, 2026 | |
| Opinion Simulation | 2 | 2 | May 11, 2026 | |
| 1D reaction-diffusion | 2 | 1 | Mar 26, 2026 | |
| Sequential Function Chart Generation | 2 | 1 | Feb 19, 2026 | |
| Time series crop classification | 2 | 1 | Feb 18, 2026 | |
| Vision-Language Reward Model Evaluation |
| 2 |
| 1 |
| Feb 19, 2026 |
| Sentiment Reconstruction | 2 | 1 | Mar 26, 2026 |
|---|
| Tool Use & Coding | 2 | 1 | Feb 19, 2026 |
|---|
| Gastric cancer detection | 2 | 1 | Feb 18, 2026 |
|---|
| Document-level simplification | 2 | 1 | Feb 19, 2026 |
|---|
| Text-to-Region Detection | 2 | 1 | Mar 25, 2026 |
|---|
| Visual Goal Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Market-consistency diagnostics for sentiment-reconstruction pipelines | 2 | 1 | Mar 26, 2026 |
|---|
| CT Image Denoising | 2 | 3 | May 19, 2026 |
|---|
| Sentence Simplification (Overall-Rewriting) | 2 | 1 | Feb 19, 2026 |
|---|
| Position error correction | 2 | 1 | Mar 25, 2026 |
|---|
| Interference Mitigation | 2 | 1 | Mar 25, 2026 |
|---|
| Federated Time Series Forecasting | 2 | 1 | Mar 25, 2026 |
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| CVR estimation | 2 | 1 | Mar 26, 2026 |
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| Region-to-Text Identification | 2 | 1 | Mar 25, 2026 |
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| Model Poisoning Defense | 2 | 1 | Mar 25, 2026 |
|---|
| VAD prediction | 2 | 1 | Feb 19, 2026 |
|---|