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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 |
|---|---|---|---|---|
| Direction | 3 | 2 | Jun 16, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Single image Grounding | 3 | 2 | Apr 14, 2026 | |
| 3D indoor scene synthesis from natural language | 3 | 1 | Feb 20, 2026 | |
| Sketch-to-Photo Generation | 3 | 2 | Mar 11, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Sound Localization | 3 | 2 | Feb 18, 2026 | |
| Perceptual Quality Assessment | 3 | 3 | Jul 1, 2026 | |
| Backward Tracing |
| 3 |
| 5 |
| May 11, 2026 |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-camera tracking | 3 | 2 | Jun 12, 2026 |
|---|
| Character Image Animation | 3 | 3 | Mar 10, 2026 |
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| Multi-Choice | 3 | 3 | May 26, 2026 |
|---|
| Off-road Traversable Area Segmentation | 3 | 1 | Feb 20, 2026 |
|---|
| 6-DoF Pose Tracking | 3 | 3 | Jul 8, 2026 |
|---|
| Continual Instruction Following | 3 | 2 | Feb 18, 2026 |
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| Image-to-3D Reconstruction | 3 | 3 | Jun 12, 2026 |
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| Embodied Agentic | 3 | 1 | Feb 18, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Obstacle Detection | 3 | 2 | Jun 5, 2026 |
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| Scientific Image Synthesis | 3 | 2 | Apr 2, 2026 |
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| Video Paragraph Captioning | 3 | 7 | Feb 27, 2026 |
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| CN vs MCI Classification | 3 | 2 | Jun 19, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|