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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 |
|---|---|---|---|---|
| Registration Quality Assessment | 2 | 1 | Feb 19, 2026 | |
| Action Understanding | 2 | 2 | Apr 6, 2026 | |
| Continuous Image Editing | 2 | 2 | Jun 24, 2026 | |
| Optical satellite imagery reconstruction | 2 | 1 | Feb 19, 2026 | |
| Multi-Human Image Generation | 2 | 1 | Apr 2, 2026 | |
| Style Editing | 2 | 1 | Mar 24, 2026 | |
| Generalization Bound Estimation | 2 | 2 | Jun 2, 2026 | |
| Layered Image Reconstruction | 2 | 2 | May 15, 2026 | |
| Adsorption selectivity prediction |
| 2 |
| 1 |
| Mar 24, 2026 |
| Multi-subject driven generation | 2 | 2 | Apr 16, 2026 |
|---|
| Visual Search and Reasoning | 2 | 2 | May 27, 2026 |
|---|
| Few-shot Video Classification | 2 | 2 | Feb 18, 2026 |
|---|
| Referring Industrial Anomaly Segmentation | 2 | 1 | Feb 19, 2026 |
|---|
| Wireframe Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Table Structure Detection | 2 | 1 | Feb 19, 2026 |
|---|
| Multiple-choice commonsense reasoning | 2 | 2 | Apr 14, 2026 |
|---|
| Recognizing Cell Entities | 2 | 1 | Feb 19, 2026 |
|---|
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 |
|---|
| Multi-concept Personalized Grounding | 2 | 1 | Feb 19, 2026 |
|---|
| Perception and Cognition Evaluation | 2 | 2 | Jun 16, 2026 |
|---|
| Geometric diagram generation | 2 | 2 | Feb 20, 2026 |
|---|
| Multimodal Coding | 2 | 1 | Feb 19, 2026 |
|---|
| Open-ended | 2 | 5 | Apr 16, 2026 |
|---|
| Point Cloud Purification | 2 | 1 | Feb 27, 2026 |
|---|
| POMDP Abstraction | 2 | 1 | Mar 24, 2026 |
|---|