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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 |
|---|---|---|---|---|
| Compliance Classification | 2 | 2 | May 25, 2026 | |
| Multi-Evidence Aggregation | 2 | 2 | Mar 18, 2026 | |
| Moral Alignment Evaluation | 2 | 1 | Mar 17, 2026 | |
| Multi-step navigation and information location | 2 | 1 | Mar 17, 2026 | |
| Dynamic Manipulation | 2 | 3 | Jul 7, 2026 | |
| Paraphrased text span detection | 2 | 1 | Feb 27, 2026 | |
| Image-to-Textual Recipe Retrieval | 2 | 3 | Feb 25, 2026 | |
| 3D Hand Avatar Reconstruction | 2 | 1 | Feb 18, 2026 | |
| 3D lithography mask simulation |
| 2 |
| 1 |
| Mar 17, 2026 |
| 3D Hand Modeling | 2 | 2 | Jun 16, 2026 |
|---|
| Prompt Inversion | 2 | 2 | May 25, 2026 |
|---|
| 2D lithography mask simulation | 2 | 1 | Mar 17, 2026 |
|---|
| Textual Recipe-to-Image Retrieval | 2 | 3 | Feb 25, 2026 |
|---|
| Strategic Decision Making | 2 | 2 | Jun 2, 2026 |
|---|
| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
|---|
| Cross-View Object Geo-Localization | 2 | 1 | Mar 17, 2026 |
|---|
| Cross-View Object Geo-Localization (Drone → Satellite) | 2 | 1 | Mar 17, 2026 |
|---|
| Disaster Severity Classification | 2 | 2 | Mar 24, 2026 |
|---|
| Attribute-conditional generation | 2 | 1 | Feb 18, 2026 |
|---|
| Multilingual Constituency Parsing | 2 | 3 | Feb 18, 2026 |
|---|
| Video-to-4D Scene Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Clue Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Thought Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Surgical Visual Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Raster-to-SVG conversion | 2 | 2 | Jun 1, 2026 |
|---|