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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 |
|---|---|---|---|---|
| Rotation Articulation Description | 1 | 1 | Feb 27, 2026 | |
| 3D Gaussian watermarking and message extraction | 1 | 1 | Feb 18, 2026 | |
| Translation Articulation Description | 1 | 1 | Feb 27, 2026 | |
| Component Analysis Using the CHAIR Metric | 1 | 1 | Mar 4, 2026 | |
| 3D Articulation Rotation Estimation | 1 | 1 | Feb 27, 2026 | |
| Visual Relational Reasoning | 1 | 1 | Feb 18, 2026 | |
| Unweaving | 1 | 1 | Feb 18, 2026 | |
| Pixel-level Image Classification | 1 | 1 | Feb 18, 2026 | |
| Importance Heatmap Prediction |
| 1 |
| 1 |
| Feb 18, 2026 |
| Subjective rating prediction on webpage | 1 | 1 | Feb 18, 2026 |
|---|
| Segment Propagation | 1 | 2 | Jul 3, 2026 |
|---|
| Post-hoc novel data detection | 1 | 1 | Feb 18, 2026 |
|---|
| Noise Density Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Fitting | 1 | 1 | Feb 18, 2026 |
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| Digital Avatar Creation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Object Detection | 1 | 1 | Feb 18, 2026 |
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| Alzheimer stage classification | 1 | 3 | Jun 11, 2026 |
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| MRI Reconstruction (Cartesian) | 1 | 1 | Feb 18, 2026 |
|---|
| MRI Reconstruction (Radial) | 1 | 1 | Feb 18, 2026 |
|---|
| Vehicle Identification | 1 | 1 | Feb 18, 2026 |
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| Multi-modal Visual Capability | 1 | 3 | Mar 5, 2026 |
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| Region-to-Phrase Grounding | 1 | 1 | Feb 18, 2026 |
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| MRI Reconstruction (Spiral) | 1 | 1 | Feb 18, 2026 |
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| Vision-Language Compositional Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Open-set Text Recognition | 1 | 1 | Feb 27, 2026 |
|---|