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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 |
|---|---|---|---|---|
| Pixel-wise Anomaly Detection | 2 | 1 | Feb 18, 2026 | |
| Pixel-wise Anomaly Localization | 2 | 2 | Feb 18, 2026 | |
| Few-Shot Classification and Segmentation | 2 | 1 | Feb 18, 2026 | |
| Distortion Correction | 2 | 1 | Feb 21, 2026 | |
| Automatic Piano Transcription | 2 | 4 | Feb 18, 2026 | |
| NIR-to-RGB translation | 2 | 2 | Mar 5, 2026 | |
| Visual Persuasion Choice Prediction | 2 | 1 | Feb 22, 2026 | |
| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 | |
| Placenta Accreta Spectrum (PAS) Detection |
| 2 |
| 1 |
| Feb 21, 2026 |
| Region-level Visual Grounding | 2 | 1 | Feb 20, 2026 |
|---|
| Lane Topology Extraction | 2 | 2 | Mar 4, 2026 |
|---|
| Facial Image Quality Assessment | 2 | 1 | Feb 21, 2026 |
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| Audio Localization | 2 | 1 | Feb 21, 2026 |
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| Boundary Tracking | 2 | 1 | Feb 21, 2026 |
|---|
| CAD classification | 2 | 1 | Feb 21, 2026 |
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| Pest Detection | 2 | 1 | Feb 20, 2026 |
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| ROI Image Compression | 2 | 1 | Feb 21, 2026 |
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| Source Count Estimation | 2 | 1 | Feb 21, 2026 |
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| Deepfake Localization | 2 | 2 | Apr 28, 2026 |
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| 3D Scene Compression and Object Isolation | 2 | 1 | Feb 20, 2026 |
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| Targeted Spatial Understanding | 2 | 1 | Feb 21, 2026 |
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| Multi-Agent Motion Prediction | 2 | 1 | Feb 18, 2026 |
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| Spatial Transcription | 2 | 1 | Feb 21, 2026 |
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| Text-to-Humanoid Motion Generation | 2 | 1 | Feb 21, 2026 |
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| Spoofing Region Localization | 2 | 1 | Feb 21, 2026 |
|---|