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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 |
|---|---|---|---|---|
| Indoor Scene Re-arrangement | 3 | 1 | Feb 18, 2026 | |
| Indoor Scene Completion | 3 | 1 | Feb 18, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Indoor Scene Stylization | 3 | 2 | Feb 20, 2026 | |
| Unconditioned Indoor Scene Generation | 3 | 1 | Feb 18, 2026 | |
| Graph-to-scene generation | 3 | 1 | Feb 18, 2026 | |
| Long-form Question Answering refinement | 3 | 1 | Feb 18, 2026 | |
| Sparse slice reconstruction |
| 3 |
| 1 |
| Feb 20, 2026 |
| testee achievement prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Closed-loop simulation | 3 | 4 | Jul 7, 2026 |
|---|
| Relative Pose and Focal Length Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Temporal spatial reasoning | 3 | 3 | May 22, 2026 |
|---|
| CAD Code Generation | 3 | 2 | Apr 14, 2026 |
|---|
| Long-form generation factuality and uncertainty estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Camouflaged Image Synthesis | 3 | 1 | Feb 20, 2026 |
|---|
| Super-resolution (x2) | 3 | 2 | May 14, 2026 |
|---|
| Artistic Image Aesthetics Assessment | 3 | 2 | Mar 20, 2026 |
|---|
| Pick Coke Can | 3 | 2 | Mar 24, 2026 |
|---|
| Open/Close Drawer | 3 | 2 | Mar 24, 2026 |
|---|
| Inverse Optimal Transport Map Recovery | 3 | 1 | Feb 18, 2026 |
|---|
| Skeleton-based One-shot Action Recognition | 3 | 1 | Feb 18, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|