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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 |
|---|---|---|---|---|
| Planar motion estimation | 2 | 1 | Mar 17, 2026 | |
| Composed Image Retrieval (Image-Text to Image) | 2 | 19 | Jul 3, 2026 | |
| Human amodal completion | 2 | 1 | Mar 17, 2026 | |
| Detection of additions | 2 | 1 | Feb 18, 2026 | |
| Conditional 3D shape generation | 2 | 1 | Feb 18, 2026 | |
| Temporal Sentiment Localization | 2 | 1 | Mar 17, 2026 | |
| Multi-video understanding | 2 | 2 | Jul 2, 2026 | |
| Detection of omissions | 2 | 1 | Feb 18, 2026 | |
| Water-Nitrogen Management |
| 2 |
| 1 |
| Feb 21, 2026 |
| Dermatological disease classification | 2 | 2 | Jun 9, 2026 |
|---|
| Monocular 3D Object Detection (Car) | 2 | 2 | Jun 30, 2026 |
|---|
| Persona-based Summarization | 2 | 2 | Feb 19, 2026 |
|---|
| Place Strawberry In Bowl | 2 | 1 | Mar 18, 2026 |
|---|
| Cross-View Object Geo-Localization (Drone → Satellite) | 2 | 1 | Mar 17, 2026 |
|---|
| Facial action estimation | 2 | 1 | Mar 17, 2026 |
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| Hourly deterioration prediction | 2 | 1 | Mar 17, 2026 |
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| Collaborative Filtering Recommendation | 2 | 2 | Mar 4, 2026 |
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| RTL Area Prediction | 2 | 2 | Jun 1, 2026 |
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| Kettle-pulling | 2 | 1 | Mar 17, 2026 |
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| Reasoning and Question Answering | 2 | 2 | Jul 2, 2026 |
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| Sanitizer-pressing | 2 | 1 | Mar 17, 2026 |
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| Event Similarity | 2 | 1 | Feb 18, 2026 |
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| 3D Shape Refinement | 2 | 1 | Mar 17, 2026 |
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| Volumetric Mapping | 2 | 1 | Mar 17, 2026 |
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| Fiction Generation | 2 | 1 | Mar 17, 2026 |
|---|