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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 |
|---|---|---|---|---|
| Graphic Layout Generation | 6 | 4 | Apr 10, 2026 | |
| Text Image Super-Resolution | 6 | 3 | May 14, 2026 | |
| Single-object Colocalization | 6 | 1 | Feb 18, 2026 | |
| Table Localization | 6 | 1 | Feb 18, 2026 | |
| Spiking Audio Classification | 6 | 4 | Jun 23, 2026 | |
| Model Stealing Attack | 6 | 3 | Jun 9, 2026 | |
| Invariant Ellipsoid Synthesis | 6 | 1 | Apr 8, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Neural Architecture Search (Performance Prediction) |
| 6 |
| 3 |
| May 28, 2026 |
| 2D Super-Resolution | 6 | 1 | Feb 18, 2026 |
|---|
| Search & Rescue | 6 | 2 | Jul 1, 2026 |
|---|
| Doubly right object recognition | 6 | 1 | Feb 18, 2026 |
|---|
| Face Recognition Attack | 6 | 5 | Jul 1, 2026 |
|---|
| General Multimodal Evaluation | 6 | 5 | Jun 1, 2026 |
|---|
| Global Colourisation | 6 | 1 | Apr 7, 2026 |
|---|
| functional hand-object manipulation synthesis | 6 | 1 | Feb 18, 2026 |
|---|
| Video Manipulation Localization | 6 | 2 | Jun 11, 2026 |
|---|
| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
|---|
| Knowledge-Grounded Dialogue Generation | 6 | 6 | Feb 27, 2026 |
|---|
| Causal Evaluation | 6 | 1 | Apr 7, 2026 |
|---|
| Single-view 3D Object Reconstruction | 6 | 3 | Feb 19, 2026 |
|---|
| NO2 concentration prediction | 6 | 1 | Apr 7, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| Health condition inference | 6 | 1 | Feb 21, 2026 |
|---|