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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 DR Grading and Lesion Classification | 3 | 1 | Feb 20, 2026 | |
| Robot Manipulation (Average) | 3 | 3 | May 12, 2026 | |
| Solving Darcy Flow | 3 | 1 | Feb 18, 2026 | |
| Interactive Fiction | 3 | 3 | May 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Dexterous robotic grasping | 3 | 1 | Feb 18, 2026 | |
| Image Extension | 3 | 1 | Feb 18, 2026 | |
| Joint Object Detection and Viewpoint Estimation |
| 3 |
| 1 |
| Feb 18, 2026 |
| OCR-related Parsing Tasks | 3 | 2 | Feb 22, 2026 |
|---|
| 3D Object Addition | 3 | 2 | Mar 19, 2026 |
|---|
| Event Video Retrieval | 3 | 5 | Feb 18, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Object decomposition and reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Domain Verification | 3 | 1 | Feb 18, 2026 |
|---|
| Targeted Data Extraction (TDE) Attack | 3 | 1 | Feb 27, 2026 |
|---|
| Metallicity Prediction | 3 | 2 | Apr 21, 2026 |
|---|
| Legal language understanding | 3 | 3 | Jun 30, 2026 |
|---|
| Neutral Face Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| 4D Human-Object Interaction Generation | 3 | 3 | Jun 4, 2026 |
|---|
| Privacy Editing | 3 | 1 | Feb 27, 2026 |
|---|
| Re-localization | 3 | 1 | Feb 18, 2026 |
|---|
| 2D Multi-view Generation | 3 | 2 | Feb 20, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|