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 |
|---|---|---|---|---|
| MSK MRI Segmentation | 12 | 1 | Apr 6, 2026 | |
| 3D Bin Packing | 12 | 6 | Jul 8, 2026 | |
| Conservation Error Estimation | 12 | 1 | Apr 1, 2026 | |
| Estimating causal orders | 12 | 1 | Mar 31, 2026 | |
| Causal Order Estimation | 12 | 1 | Mar 31, 2026 | |
| Multi-Armed Bandit | 12 | 4 | Jun 1, 2026 | |
| Total Effect Estimation | 12 | 1 | Mar 31, 2026 | |
| Biparty Multiobjective UAV Path Planning | 12 | 1 | Mar 31, 2026 | |
| Robot Grasping |
| 12 |
| 7 |
| Jun 5, 2026 |
| Emotional Support Conversation | 12 | 11 | Apr 21, 2026 |
|---|
| Diacritics restoration | 12 | 1 | Feb 18, 2026 |
|---|
| Road Network Extraction | 12 | 7 | Jun 30, 2026 |
|---|
| Non-smooth PDE solution regression | 12 | 1 | Mar 31, 2026 |
|---|
| Readmission prediction | 12 | 16 | Jun 30, 2026 |
|---|
| Multi-agent cooperation | 12 | 4 | Jul 7, 2026 |
|---|
| 6DoF Pose Tracking | 12 | 1 | Feb 20, 2026 |
|---|
| Single-cell RNA-seq cell type classification | 12 | 1 | Mar 31, 2026 |
|---|
| Pixel-level Segmentation | 12 | 6 | Jun 30, 2026 |
|---|
| Argument Classification | 12 | 7 | Apr 28, 2026 |
|---|
| Song aesthetics evaluation | 12 | 1 | Feb 21, 2026 |
|---|
| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
|---|
| Policy Generalization | 12 | 2 | Feb 19, 2026 |
|---|
| Active View Selection | 12 | 3 | Mar 25, 2026 |
|---|
| Model Ownership Verification | 12 | 3 | Jun 9, 2026 |
|---|
| Brain Age Prediction | 12 | 8 | Jun 26, 2026 |
|---|