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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 |
|---|---|---|---|---|
| Joint Detection and Segmentation | 3 | 1 | Feb 18, 2026 | |
| Dual-spectral CT Material Decomposition | 3 | 1 | Feb 20, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 | |
| Random Data Forgetting | 3 | 1 | Feb 18, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Personalized Scanpath Prediction | 3 | 1 | Feb 18, 2026 | |
| Novel-view Sound Synthesis | 3 | 1 | Feb 18, 2026 | |
| Poisoning Attack on RAG |
| 3 |
| 2 |
| May 28, 2026 |
| Real-world Visual Understanding | 3 | 15 | Jun 12, 2026 |
|---|
| Bokeh synthesis | 3 | 2 | Feb 20, 2026 |
|---|
| Direction Prediction | 3 | 2 | Jun 16, 2026 |
|---|
| Dynamic Scene Modeling | 3 | 2 | Mar 13, 2026 |
|---|
| Base-to-novel Classification | 3 | 1 | Feb 27, 2026 |
|---|
| Omni-directional Image Super-Resolution | 3 | 2 | Mar 4, 2026 |
|---|
| Gene Mutation Prediction | 3 | 3 | May 20, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| 8m | 3 | 3 | Jul 7, 2026 |
|---|
| WSI diagnostic classification | 3 | 1 | Feb 20, 2026 |
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| BaseColor Estimation | 3 | 3 | Mar 23, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Generalized Zero-Shot Learning Concept Prediction | 3 | 1 | Feb 20, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|