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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 |
|---|---|---|---|---|
| Instruction Execution | 3 | 1 | Feb 18, 2026 | |
| CN vs MCI Classification | 3 | 2 | Jun 19, 2026 | |
| Histology classification | 3 | 2 | May 13, 2026 | |
| Scientific Image Synthesis | 3 | 2 | Apr 2, 2026 | |
| Multi-view 3D face reconstruction | 3 | 2 | Feb 18, 2026 | |
| Enterprise workflow automation | 3 | 3 | May 21, 2026 | |
| Web Browsing and Navigation | 3 | 3 | May 13, 2026 | |
| High-Level Reasoning | 3 | 3 | Jul 1, 2026 | |
| Light Calibration |
| 3 |
| 1 |
| Feb 18, 2026 |
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 |
|---|
| Human body segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| VAEP | 3 | 1 | Feb 18, 2026 |
|---|
| Low-light RAW enhancement | 3 | 1 | Feb 18, 2026 |
|---|
| Three-class classification | 3 | 3 | May 12, 2026 |
|---|
| Causal Spatial Reasoning | 3 | 1 | Feb 20, 2026 |
|---|
| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 |
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| Vision-centric Evaluation | 3 | 5 | Jun 18, 2026 |
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| Natural Language Video Localization | 3 | 7 | Feb 20, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Concept interpretability | 3 | 2 | Mar 11, 2026 |
|---|
| Semi-supervised 5-way classification | 3 | 1 | Feb 18, 2026 |
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| Literature Retrieval | 3 | 2 | May 15, 2026 |
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| 3D Object Annotation Quality Assessment | 3 | 1 | Feb 20, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Chemical Reaction Prediction | 3 | 4 | May 12, 2026 |
|---|