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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 |
|---|---|---|---|---|
| White Matter Hyperintensity Segmentation | 2 | 2 | Feb 24, 2026 | |
| Multicategory Classification | 2 | 1 | Feb 18, 2026 | |
| Open-loop Autonomous Driving | 2 | 2 | Mar 9, 2026 | |
| Image-to-Image | 2 | 1 | Feb 22, 2026 | |
| Face Morphing Attack | 2 | 2 | Apr 24, 2026 | |
| 3D Articulated Part Segmentation | 2 | 1 | Feb 22, 2026 | |
| Zero-Shot Aerial Navigation | 2 | 1 | Feb 22, 2026 | |
| Binary Instrument Segmentation | 2 | 1 | Feb 18, 2026 | |
| k-NN Image Classification |
| 2 |
| 1 |
| Feb 22, 2026 |
| Interaction Reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Visual Persuasion Choice Prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Semantic Grounding | 2 | 1 | Feb 18, 2026 |
|---|
| Scenario Understanding | 2 | 1 | Feb 22, 2026 |
|---|
| Landmarks Localization | 2 | 2 | Feb 18, 2026 |
|---|
| Road marking segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Average local Lipschitz constant estimation | 2 | 1 | Feb 18, 2026 |
|---|
| Vision-Language Captioning | 2 | 1 | Feb 22, 2026 |
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| Many-to-one Sign Language Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Roadside LiDAR Background Subtraction | 2 | 1 | Feb 22, 2026 |
|---|
| Pose-to-Text Retrieval (RP2T) | 2 | 1 | Feb 18, 2026 |
|---|
| search green boxes | 2 | 2 | Apr 14, 2026 |
|---|
| Text-to-Pose Retrieval (RT2P) | 2 | 1 | Feb 18, 2026 |
|---|
| Saliency Map Faithfulness Evaluation | 2 | 3 | Jun 11, 2026 |
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| Video Saliency and Highlight Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Multimodal Reasoning and Mathematics | 2 | 1 | Feb 22, 2026 |
|---|