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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 |
|---|---|---|---|---|
| 3D Measurement Accuracy | 3 | 1 | Feb 20, 2026 | |
| Kitchen manipulation | 3 | 3 | May 7, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Parallel MRI Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Solving cryptic crossword clues | 3 | 1 | Feb 18, 2026 | |
| Dog Whistle Detection | 3 | 1 | Feb 18, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Privacy Recognition | 3 | 3 | Mar 30, 2026 | |
| Point Cloud Colorization |
| 3 |
| 1 |
| Feb 18, 2026 |
| Deep Face Attribution | 3 | 1 | Feb 20, 2026 |
|---|
| Panoramic Depth Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Joint DR Grading and Lesion Classification | 3 | 1 | Feb 20, 2026 |
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| Science simulation | 3 | 3 | Jun 19, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Event-based Image Classification | 3 | 3 | May 12, 2026 |
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| Finding an epsilon-stationary point | 3 | 2 | May 18, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Emotional Talking Head Generation | 3 | 2 | Apr 23, 2026 |
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| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
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| Commonsense Sentence Completion | 3 | 2 | May 21, 2026 |
|---|
| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
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