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 |
|---|---|---|---|---|
| Image Cropping | 5 | 3 | May 14, 2026 | |
| Pose Generation | 5 | 3 | Apr 21, 2026 | |
| HER2 Prediction | 5 | 3 | May 12, 2026 | |
| Predicting answer correctness | 5 | 4 | Jun 2, 2026 | |
| Stereo Conversion | 5 | 3 | Jun 2, 2026 | |
| Inverse Problem Solving | 5 | 3 | May 20, 2026 | |
| Generalization | 5 | 4 | May 19, 2026 | |
| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 | |
| Latent Hierarchical Causal Structure Discovery | 5 | 1 | Feb 18, 2026 | |
| Context-dependent Text-to-SQL |
|---|
| 5 |
| 6 |
| Mar 9, 2026 |
| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
|---|
| Multimodal Intent Recognition | 5 | 7 | Jun 8, 2026 |
|---|
| Ski Rental Problem | 5 | 1 | Apr 1, 2026 |
|---|
| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
|---|
| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
|---|
| Vision Reasoning | 5 | 2 | May 19, 2026 |
|---|
| Competitive Coding | 5 | 1 | Feb 18, 2026 |
|---|
| 3D Head Avatar Reconstruction | 5 | 7 | May 6, 2026 |
|---|
| StackCube | 5 | 5 | Jul 2, 2026 |
|---|
| Astronaut Photography Localization | 5 | 1 | Mar 31, 2026 |
|---|
| Image Stylization | 5 | 4 | Apr 13, 2026 |
|---|
| Video deblocking | 5 | 2 | Feb 18, 2026 |
|---|
| Entity Matching Blocking | 5 | 1 | Feb 18, 2026 |
|---|
| STEM & Reasoning | 5 | 4 | Jul 7, 2026 |
|---|
| Document-level Event Extraction | 5 | 4 | Feb 18, 2026 |
|---|