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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 |
|---|---|---|---|---|
| Universal Dependencies NLP Pipeline | 3 | 1 | Feb 18, 2026 | |
| Box Detection | 3 | 1 | Mar 31, 2026 | |
| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 | |
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 | |
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 | |
| Machine Translation (En-Lv) | 3 | 1 | Feb 18, 2026 | |
| Complex-valued Function Fitting | 3 | 1 | Feb 20, 2026 | |
| Scenario Oriented Object Navigation | 3 | 1 | Feb 18, 2026 | |
| Stroke detection |
| 3 |
| 2 |
| Apr 7, 2026 |
| Speculative Sampling | 3 | 1 | Mar 31, 2026 |
|---|
| Protein Reconstruction | 3 | 1 | Feb 20, 2026 |
|---|
| Machine Translation (Lv-En) | 3 | 1 | Feb 18, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
|---|
| Referential Communication | 3 | 1 | Feb 27, 2026 |
|---|
| Autoregressive PDE rollout | 3 | 2 | Apr 9, 2026 |
|---|
| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 |
|---|
| Jumper | 3 | 2 | May 26, 2026 |
|---|
| Signed Link Prediction | 3 | 3 | Jun 5, 2026 |
|---|
| Source Finding | 3 | 1 | Feb 20, 2026 |
|---|
| SLICE | 3 | 2 | Mar 23, 2026 |
|---|
| GPS Trajectory Reconstruction | 3 | 1 | Mar 30, 2026 |
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| Protein Conformation Generation | 3 | 1 | Mar 30, 2026 |
|---|
| Motor feedforward control | 3 | 1 | Feb 20, 2026 |
|---|
| 3D linear kinematic hardening simulation | 3 | 1 | Feb 20, 2026 |
|---|
| Text-to-Code | 3 | 2 | Jun 12, 2026 |
|---|