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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 |
|---|---|---|---|---|
| Object Existence Hallucination Evaluation | 1 | 2 | Feb 20, 2026 | |
| Compressed Depth Map Super-Resolution | 1 | 1 | Feb 18, 2026 | |
| Image-to-Text matching | 1 | 1 | Feb 18, 2026 | |
| Compressed Depth Upsampling | 1 | 1 | Feb 18, 2026 | |
| Camera-controlled Text-to-Video Generation | 1 | 1 | Feb 18, 2026 | |
| Composition Scoring | 1 | 1 | Feb 18, 2026 | |
| Open-set ObjectGoal Navigation | 1 | 5 | Apr 24, 2026 | |
| Hand-free Text Entry | 1 | 1 | Mar 24, 2026 | |
| Multispectral Oriented Object Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Image-conditioned texture generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-Text Compositionality Evaluation | 1 | 2 | Mar 27, 2026 |
|---|
| Accelerated MRI | 1 | 2 | Apr 7, 2026 |
|---|
| Synthetic Image Quality Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| One-person 3D pose refinement | 1 | 1 | Feb 18, 2026 |
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| Frame-based geometric consistency evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Staple Line Bleeding Recognition | 1 | 1 | Feb 18, 2026 |
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| FL measurement | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-episode Video Understanding | 1 | 1 | Feb 18, 2026 |
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| Instance Classification | 1 | 1 | Feb 18, 2026 |
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| Multi-Object Tracking (Car) | 1 | 1 | Feb 18, 2026 |
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| 3D Object Autolabeling Quality | 1 | 1 | Feb 18, 2026 |
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| Audiovisual Question Answering | 1 | 2 | Apr 21, 2026 |
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| Dimensional Facial Expression Recognition | 1 | 1 | Feb 18, 2026 |
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| Verification of Signature Recovery | 1 | 1 | Feb 18, 2026 |
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| Object Detection Explanation | 1 | 1 | Feb 18, 2026 |
|---|