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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 |
|---|---|---|---|---|
| Global Longitudinal Strain calculation | 2 | 1 | Feb 18, 2026 | |
| Panoramic Quality Assessment | 2 | 1 | Feb 18, 2026 | |
| Homogeneous Image Dehazing | 2 | 1 | Feb 18, 2026 | |
| Tracking Any Point | 2 | 2 | Feb 20, 2026 | |
| Lung nodule classification | 2 | 7 | Jun 4, 2026 | |
| Lane Segment Detection | 2 | 1 | Feb 18, 2026 | |
| Procedural mistake detection | 2 | 2 | Jun 25, 2026 | |
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 | |
| Meta-evaluation of image similarity metrics |
| 2 |
| 1 |
| Feb 25, 2026 |
| SAR Object Detection | 2 | 4 | Jun 1, 2026 |
|---|
| Camera Wearer Voice Activity Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Myometrial invasion classification | 2 | 1 | Feb 25, 2026 |
|---|
| Few-shot Cancer Subtype Classification | 2 | 1 | Feb 18, 2026 |
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| Panoptic Scene Completion | 2 | 1 | Feb 18, 2026 |
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| Facial attractiveness estimation | 2 | 1 | Feb 18, 2026 |
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| Close-ended VQA | 2 | 1 | Feb 27, 2026 |
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| Regional Captioning | 2 | 1 | Feb 25, 2026 |
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| Pointwise Reasoning Evaluation | 2 | 1 | Feb 25, 2026 |
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| Open/Close-ended VQA | 2 | 1 | Feb 27, 2026 |
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| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 |
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| Planar Tracking | 2 | 1 | Feb 25, 2026 |
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| Narrative Action Evaluation | 2 | 1 | Feb 18, 2026 |
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| Adversarial Poisoning Protection | 2 | 1 | Feb 18, 2026 |
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| 3D Spatial Grounding | 2 | 1 | Feb 25, 2026 |
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| Rigid Flow Prediction | 2 | 1 | Feb 18, 2026 |
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