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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 |
|---|---|---|---|---|
| Long-context Memory Evaluation | 14 | 18 | Jul 2, 2026 | |
| PDE Forecasting | 14 | 4 | Jul 7, 2026 | |
| Short-term Time Series Forecasting | 14 | 14 | Jun 1, 2026 | |
| Multimodal Model Evaluation | 14 | 59 | Jul 3, 2026 | |
| Object Placement | 14 | 8 | Jun 19, 2026 | |
| Spatio-temporal action detection | 14 | 10 | Jul 7, 2026 | |
| HSI Reconstruction | 14 | 6 | Jul 1, 2026 | |
| Referring Object Detection | 14 | 1 | Mar 26, 2026 | |
| Photovoltaic power forecasting | 14 | 2 | Apr 16, 2026 | |
| Domain Reasoning |
|---|
| 14 |
| 3 |
| Jul 7, 2026 |
| Continual Instruction Tuning | 14 | 9 | Jul 3, 2026 |
|---|
| Last-letter concatenation | 14 | 2 | Feb 27, 2026 |
|---|
| Training Efficiency | 14 | 10 | Jul 1, 2026 |
|---|
| Irony Detection | 14 | 11 | Jun 16, 2026 |
|---|
| Plagiarism Detection | 14 | 3 | May 15, 2026 |
|---|
| Discrete Density Estimation | 14 | 1 | Feb 18, 2026 |
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| Pre-training Data Detection | 14 | 4 | May 22, 2026 |
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| SHAP value approximation | 14 | 1 | Apr 1, 2026 |
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| Trajectory Interpolation | 14 | 5 | Jun 1, 2026 |
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| Open Set Domain Adaptation | 14 | 13 | May 8, 2026 |
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| Lip synchronization | 14 | 10 | Jun 30, 2026 |
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| Disease risk prediction | 14 | 4 | Jun 9, 2026 |
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| Multiple-Choice | 14 | 23 | Jun 16, 2026 |
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| molecule property prediction | 14 | 15 | Jul 7, 2026 |
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| Event causality identification | 14 | 4 | May 6, 2026 |
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