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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 |
|---|---|---|---|---|
| Blade Segmentation | 1 | 1 | Apr 1, 2026 | |
| 6DoF Object Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| Bottom-right fashion item classification | 1 | 1 | Feb 18, 2026 | |
| Pairwise Solution Preference Prediction | 1 | 1 | Feb 19, 2026 | |
| View-change prediction | 1 | 1 | Feb 19, 2026 | |
| Spaghetti Probing | 1 | 1 | Apr 1, 2026 | |
| Camera Controllability | 1 | 2 | Feb 22, 2026 | |
| Visual Question Answering (Perception + Reasoning) | 1 | 1 | Feb 18, 2026 | |
| Classification and Explainability |
| 1 |
| 1 |
| Feb 19, 2026 |
| Open-Set Verification | 1 | 1 | Feb 18, 2026 |
|---|
| Chapter Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Stored Household Item location prediction | 1 | 1 | Feb 19, 2026 |
|---|
| NL2Chart | 1 | 1 | Feb 19, 2026 |
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| Chart Schema Parsing | 1 | 1 | Feb 19, 2026 |
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| Chart Data Parsing | 1 | 1 | Feb 19, 2026 |
|---|
| Animal Object Detection | 1 | 1 | Feb 18, 2026 |
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| 2D Neural Image Alignment (Rigid) | 1 | 1 | Feb 18, 2026 |
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| Geographic Information Extraction | 1 | 1 | Feb 19, 2026 |
|---|
| 2D Neural Image Alignment (Homography) | 1 | 1 | Feb 18, 2026 |
|---|
| Document Structure Analysis | 1 | 1 | Feb 19, 2026 |
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| Animal Part Detection | 1 | 1 | Feb 18, 2026 |
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| Multiple Choice STEM Question Answering | 1 | 2 | Apr 7, 2026 |
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| Open Visual Question Answering | 1 | 1 | Feb 19, 2026 |
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| Video-to-Text temporal grounding | 1 | 1 | Feb 27, 2026 |
|---|
| Audio-to-Text temporal grounding | 1 | 1 | Feb 27, 2026 |
|---|