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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 |
|---|---|---|---|---|
| Multi-Agent Motion Prediction | 2 | 1 | Feb 18, 2026 | |
| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 | |
| Distortion Correction | 2 | 1 | Feb 21, 2026 | |
| Category-level 6D Pose Estimation | 2 | 7 | Jul 7, 2026 | |
| Quality Control | 2 | 1 | Feb 21, 2026 | |
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 | |
| Robust Watermarking | 2 | 2 | May 26, 2026 | |
| Visual Query Localization | 2 | 2 | Mar 11, 2026 | |
| Boundary Tracking |
| 2 |
| 1 |
| Feb 21, 2026 |
| ROI Image Compression | 2 | 1 | Feb 21, 2026 |
|---|
| Facial Image Quality Assessment | 2 | 1 | Feb 21, 2026 |
|---|
| Long Term Anticipation | 2 | 4 | Jun 5, 2026 |
|---|
| Spatial Configuration | 2 | 1 | Feb 20, 2026 |
|---|
| CAD classification | 2 | 1 | Feb 21, 2026 |
|---|
| Fine-grained Domain Adaptation | 2 | 1 | Feb 18, 2026 |
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| Audio Localization | 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 |
|---|
| Spatial Transcription | 2 | 1 | Feb 21, 2026 |
|---|
| Spoofing Region Localization | 2 | 1 | Feb 21, 2026 |
|---|
| Text-to-Humanoid Motion Generation | 2 | 1 | Feb 21, 2026 |
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| Targeted Spatial Understanding | 2 | 1 | Feb 21, 2026 |
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| Semantic information-guided grasping generation | 2 | 1 | Feb 21, 2026 |
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| 3D Human Shape Estimation | 2 | 7 | Feb 22, 2026 |
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| Ordinal Consistency Evaluation | 2 | 1 | Feb 21, 2026 |
|---|