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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 |
|---|---|---|---|---|
| Fast MRI Reconstruction | 2 | 1 | Feb 18, 2026 | |
| Anomaly Categorization | 2 | 1 | Feb 18, 2026 | |
| Language-Guided Single Affordance Segmentation | 2 | 1 | Feb 18, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Action-conditioned Motion Generation | 2 | 2 | Feb 18, 2026 | |
| Video Scene Graph Classification (SGCLS) | 2 | 1 | Feb 18, 2026 | |
| Backward Visual Navigation (To Start) | 2 | 1 | Feb 24, 2026 | |
| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 | |
| Face Naming |
| 2 |
| 1 |
| Feb 22, 2026 |
| Multi-garment virtual try-on | 2 | 2 | Feb 18, 2026 |
|---|
| Visual Instruction Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Blind Video Denoising | 2 | 1 | Feb 18, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|
| Image-to-Image | 2 | 1 | Feb 22, 2026 |
|---|
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
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| Sparse-view Human Reconstruction | 2 | 1 | Feb 18, 2026 |
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| Distance Query | 2 | 1 | Feb 18, 2026 |
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| Flake Detection | 2 | 1 | Feb 22, 2026 |
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| Gray-scale image denoising | 2 | 5 | Feb 22, 2026 |
|---|
| Instance Shadow Detection | 2 | 1 | Feb 18, 2026 |
|---|