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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 |
|---|---|---|---|---|
| Language Grounding | 2 | 2 | Mar 10, 2026 | |
| Video Copy Detection | 2 | 2 | Apr 24, 2026 | |
| Malignancy Classification | 2 | 1 | Jun 23, 2026 | |
| Primitive segmentation | 2 | 1 | Feb 22, 2026 | |
| Flake Detection | 2 | 1 | Feb 22, 2026 | |
| Single-future Trajectory Prediction | 2 | 2 | Feb 18, 2026 | |
| Task Negation | 2 | 3 | May 20, 2026 | |
| Affine Image Registration | 2 | 1 | Feb 22, 2026 | |
| Task-wise classification accuracy |
| 2 |
| 1 |
| Feb 24, 2026 |
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
|---|
| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
|---|
| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Event-based object detection | 2 | 1 | Feb 18, 2026 |
|---|
| Reflective Object Reconstruction | 2 | 4 | Mar 31, 2026 |
|---|
| Human Motion Fidelity Evaluation | 2 | 1 | Feb 22, 2026 |
|---|
| Motion Quality Assessment | 2 | 2 | Feb 24, 2026 |
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| Infrared Small Target Segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Visual Relationship Detection | 2 | 2 | Feb 18, 2026 |
|---|
| White Matter Hyperintensity Segmentation | 2 | 2 | Feb 24, 2026 |
|---|
| Adversarial Out-of-Distribution Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Face Morphing Attack | 2 | 2 | Apr 24, 2026 |
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| Visual Question Answering Grounding | 2 | 2 | Mar 4, 2026 |
|---|
| 3D Articulated Part Segmentation | 2 | 1 | Feb 22, 2026 |
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| Zero-Shot Aerial Navigation | 2 | 1 | Feb 22, 2026 |
|---|
| Ingredient Recognition | 2 | 2 | Jun 4, 2026 |
|---|