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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Anatomy Segmentation | 2 | 2 | May 19, 2026 | |
| Action Understanding | 2 | 2 | Apr 6, 2026 | |
| Offline Planning | 2 | 1 | Feb 18, 2026 | |
| Visual Spatial Intelligence Reasoning | 2 | 2 | Mar 4, 2026 | |
| Lane Graph Extraction | 2 | 2 | Feb 18, 2026 | |
| adaptation to novel object and interaction skills | 2 | 1 | Feb 19, 2026 | |
| Multimodal Concept Understanding | 2 | 1 | Mar 24, 2026 | |
| Screenshot-to-code generation | 2 | 1 | Feb 19, 2026 | |
| Joint Human and Object Reconstruction |
| 2 |
| 2 |
| Feb 25, 2026 |
| Style Editing | 2 | 1 | Mar 24, 2026 |
|---|
| Domain-specific Reasoning | 2 | 2 | May 15, 2026 |
|---|
| Visual Search and Reasoning | 2 | 2 | May 27, 2026 |
|---|
| Egocentric Spatial Reasoning | 2 | 2 | Feb 24, 2026 |
|---|
| 3D Animal Pose Estimation | 2 | 1 | Feb 19, 2026 |
|---|
| Part-based 3D Object Generation | 2 | 1 | Mar 24, 2026 |
|---|
| Relational Understanding | 2 | 2 | Mar 26, 2026 |
|---|
| Knowledge Intensive | 2 | 1 | Mar 24, 2026 |
|---|
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 |
|---|
| Multiple-choice commonsense reasoning | 2 | 2 | Apr 14, 2026 |
|---|
| Spatial Ranking | 2 | 1 | Feb 18, 2026 |
|---|
| CNN Inference Acceleration | 2 | 2 | Feb 19, 2026 |
|---|
| sCT Synthesis | 2 | 1 | Feb 19, 2026 |
|---|
| Mathematical Calculation | 2 | 2 | Apr 10, 2026 |
|---|
| Perception and Cognition Evaluation | 2 | 2 | Jun 16, 2026 |
|---|
| Procedural 3D City Generation | 2 | 1 | Feb 19, 2026 |
|---|