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 |
|---|---|---|---|---|
| Monotone Classification | 4 | 2 | Mar 4, 2026 | |
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Multi-agent unit micromanagement | 4 | 1 | Feb 18, 2026 | |
| Avatar Reconstruction | 4 | 4 | Jun 29, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Answer-level hallucination detection |
| 4 |
| 2 |
| Jul 1, 2026 |
| Capability Calibration | 4 | 1 | Feb 22, 2026 |
|---|
| Person Image Synthesis | 4 | 2 | Feb 18, 2026 |
|---|
| Bimanual Insertion | 4 | 4 | May 12, 2026 |
|---|
| Image-text-to-text retrieval | 4 | 3 | Feb 19, 2026 |
|---|
| Face Recognition Confidence Calibration | 4 | 2 | Jun 4, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Description | 4 | 2 | Jun 16, 2026 |
|---|
| Quantitative Solute-Solvent Interaction | 4 | 2 | Feb 18, 2026 |
|---|
| Image Anomaly Detection | 4 | 5 | May 27, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 |
|---|
| Qualitative Drug-Drug Interaction Prediction | 4 | 1 | Feb 18, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
|---|
| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Logical deduction | 4 | 4 | May 21, 2026 |
|---|