Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Autonomous UAV Flight Control | 3 | 1 | Feb 18, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Temporal Knowledge Probing | 3 | 1 | Feb 18, 2026 | |
| Continual Knowledge Learning | 3 | 1 | Feb 18, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 | |
| Counterfactual Sampling | 3 | 1 | Feb 18, 2026 | |
| 3D Object Addition |
| 3 |
| 2 |
| Mar 19, 2026 |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Facial Reenactment | 3 | 2 | Apr 23, 2026 |
|---|
| Memory & Reasoning | 3 | 1 | Feb 18, 2026 |
|---|
| Context Compression & QA | 3 | 1 | Feb 18, 2026 |
|---|
| Point Cloud Super-Resolution | 3 | 1 | Feb 18, 2026 |
|---|
| Cross-identity Face Reenactment | 3 | 2 | Feb 18, 2026 |
|---|
| Stance Analysis | 3 | 1 | Apr 8, 2026 |
|---|
| Thrombus Segmentation | 3 | 1 | Apr 2, 2026 |
|---|
| Scientific Multimodal MCQA | 3 | 1 | Mar 31, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Metallicity Prediction | 3 | 2 | Apr 21, 2026 |
|---|
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Instance-level and global segmentation | 3 | 1 | Feb 20, 2026 |
|---|
| Unplug | 3 | 2 | Jun 30, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|