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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 |
|---|---|---|---|---|
| Text-driven real image editing | 1 | 1 | Feb 18, 2026 | |
| Test-Time Training Computational Efficiency | 1 | 1 | Feb 18, 2026 | |
| Pose-to-Human Body Translation | 1 | 1 | Feb 18, 2026 | |
| Object Relevance Identification | 1 | 1 | Feb 18, 2026 | |
| Deformable Medical Image Registration | 1 | 1 | Feb 18, 2026 | |
| k-Nearest Neighbor Classification | 1 | 1 | Feb 18, 2026 | |
| MCES | 1 | 1 | Feb 18, 2026 | |
| Photo-Sketch Matching | 1 | 1 | Feb 18, 2026 | |
| Single-image deblurring | 1 |
| 1 |
| Feb 18, 2026 |
| Video Speech Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Cross-style Image Matching | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial memory-intensive manipulation | 1 | 1 | Mar 26, 2026 |
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| Scene Caption | 1 | 1 | Feb 18, 2026 |
|---|
| Arbitrary Image Style Transfer | 1 | 1 | Feb 18, 2026 |
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| Action and Object Classification | 1 | 1 | Feb 18, 2026 |
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| Visual Domain Classification | 1 | 1 | Feb 18, 2026 |
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| 3D Head Pose Estimation | 1 | 1 | Feb 18, 2026 |
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| AMD Grading | 1 | 1 | Feb 18, 2026 |
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| Aesthetics score prediction | 1 | 1 | Feb 18, 2026 |
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| Key Point Information Quality Human Evaluation | 1 | 1 | Feb 18, 2026 |
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| Super-resolution (x3) | 1 | 1 | Feb 18, 2026 |
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| Uterine Fibroid Segmentation | 1 | 1 | Feb 18, 2026 |
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| Soccer Action Spotting | 1 | 1 | Feb 18, 2026 |
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| Multi-view Multi-person Tracking | 1 | 2 | Mar 18, 2026 |
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| Real-time Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|