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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 |
|---|---|---|---|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Temporal Activity Detection | 3 | 3 | Feb 18, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Visual Information Retrieval | 3 | 3 | Jun 11, 2026 | |
| Question Selection | 3 | 2 | Jun 2, 2026 | |
| Systemic Risk Detection | 3 | 1 | Feb 18, 2026 | |
| Attribution Robustness | 3 | 2 | May 29, 2026 | |
| wet-AMD conversion prediction |
| 3 |
| 3 |
| Feb 21, 2026 |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| 3D Object Addition | 3 | 2 | Mar 19, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Metallicity Prediction | 3 | 2 | Apr 21, 2026 |
|---|
| Solving Darcy Flow | 3 | 1 | Feb 18, 2026 |
|---|
| Interactive Fiction | 3 | 3 | May 19, 2026 |
|---|
| 4D Human-Object Interaction Generation | 3 | 3 | Jun 4, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
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| Mono-to-stereo video conversion | 3 | 1 | Feb 20, 2026 |
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| Dexterous robotic grasping | 3 | 1 | Feb 18, 2026 |
|---|