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 |
|---|---|---|---|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Density modeling | 3 | 2 | Feb 18, 2026 | |
| ID Classification and OOD Detection | 3 | 1 | Feb 18, 2026 | |
| Image Compressed Sensing | 3 | 4 | May 12, 2026 | |
| Autonomous Driving Performance Evaluation | 3 | 2 | Apr 10, 2026 | |
| Handwriting Text Recognition | 3 | 1 | Feb 18, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Bioactivity-guided Molecule Generation | 3 | 1 | Feb 18, 2026 | |
| Text Reconstruction Attack |
| 3 |
| 1 |
| Feb 18, 2026 |
| Diagram-to-Code | 3 | 2 | Apr 8, 2026 |
|---|
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 |
|---|
| WWbL | 3 | 1 | Feb 18, 2026 |
|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 |
|---|
| Social Debiasing | 3 | 1 | Feb 18, 2026 |
|---|
| Social Bias Evaluation | 3 | 4 | Jul 2, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Document Based Question Answering | 3 | 3 | May 25, 2026 |
|---|
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Action Step Localization | 3 | 8 | Feb 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Robustness to Adversarial Examples | 3 | 2 | Feb 18, 2026 |
|---|