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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 |
|---|---|---|---|---|
| Surgical Scene Segmentation | 2 | 1 | Mar 20, 2026 | |
| Conversational Numerical Reasoning Question Answering | 2 | 1 | Feb 18, 2026 | |
| Camera Reconstruction | 2 | 2 | Mar 31, 2026 | |
| Modeling reflections | 2 | 1 | Feb 20, 2026 | |
| Context Management | 2 | 2 | Jul 2, 2026 | |
| Shot-Language Understanding | 2 | 1 | Mar 20, 2026 | |
| Instance-decomposed Reconstruction | 2 | 1 | Mar 20, 2026 | |
| Line-guided Region Redrawing | 2 | 1 | Feb 20, 2026 | |
| Open-vocabulary 4D querying |
| 2 |
| 1 |
| Feb 20, 2026 |
| Scar Segmentation | 2 | 2 | May 1, 2026 |
|---|
| Document Image Enhancement and Binarization | 2 | 1 | Feb 20, 2026 |
|---|
| Multi-turn decision making | 2 | 2 | Jul 8, 2026 |
|---|
| Comprehensive Multimodal Evaluation | 2 | 2 | Apr 21, 2026 |
|---|
| Stress field reconstruction | 2 | 1 | Mar 20, 2026 |
|---|
| Zero-shot Reasoning and Knowledge | 2 | 2 | Apr 14, 2026 |
|---|
| Image Aesthetic Quality Assessment | 2 | 1 | Mar 20, 2026 |
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| Hang Cups | 2 | 3 | Jun 30, 2026 |
|---|
| Variogram Preservation | 2 | 1 | Mar 20, 2026 |
|---|
| Monocular 3D Object Tracking | 2 | 1 | Mar 20, 2026 |
|---|
| Species-level classification | 2 | 1 | Mar 20, 2026 |
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| Multi-task Average | 2 | 2 | Apr 13, 2026 |
|---|
| LiDAR Geometry Compression | 2 | 1 | Mar 20, 2026 |
|---|
| Regret Bound Estimation | 2 | 1 | Mar 20, 2026 |
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| Multi-Robot Collaboration Planning | 2 | 1 | Mar 20, 2026 |
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| Model-free learning | 2 | 1 | Mar 20, 2026 |
|---|