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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 |
|---|---|---|---|---|
| Video Background Music Generation | 2 | 1 | Feb 18, 2026 | |
| Dynamic Manipulation | 2 | 3 | Jul 7, 2026 | |
| Compliance Classification | 2 | 2 | May 25, 2026 | |
| Multi-Tag Selection | 2 | 1 | Feb 18, 2026 | |
| Sentence Selection | 2 | 1 | Feb 18, 2026 | |
| Rank correlation between domain similarity and representation similarity | 2 | 1 | Feb 18, 2026 | |
| 3D lithography mask simulation | 2 | 1 | Mar 17, 2026 | |
| Open-QA Evaluation | 2 | 1 | Feb 18, 2026 | |
| Locomotion and scene-level interaction |
| 2 |
| 1 |
| Feb 18, 2026 |
| Object-level interaction | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-step navigation and information location | 2 | 1 | Mar 17, 2026 |
|---|
| 2D lithography mask simulation | 2 | 1 | Mar 17, 2026 |
|---|
| Geometry Consistency | 2 | 1 | Feb 18, 2026 |
|---|
| Impact Prediction | 2 | 2 | Feb 19, 2026 |
|---|
| JPEG image artifacts removal | 2 | 6 | Jun 26, 2026 |
|---|
| Moral Alignment Evaluation | 2 | 1 | Mar 17, 2026 |
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| 3D Material Refinement Preference | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Question Answering and Understanding | 2 | 2 | Apr 13, 2026 |
|---|
| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
|---|
| Morphological Tagging | 2 | 2 | Feb 18, 2026 |
|---|
| Depth Synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Out-of-Scope Query Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Cross-View Object Geo-Localization | 2 | 1 | Mar 17, 2026 |
|---|
| Prompt Selection | 2 | 2 | Mar 23, 2026 |
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| Sequence Tagging | 2 | 3 | Jun 16, 2026 |
|---|