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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 |
|---|---|---|---|---|
| GUI reasoning | 5 | 2 | Apr 16, 2026 | |
| Zero-shot Video Object Segmentation | 5 | 3 | Feb 18, 2026 | |
| Visualization Generation | 5 | 2 | Apr 14, 2026 | |
| Thermal-to-visible Face Recognition | 5 | 1 | Feb 18, 2026 | |
| Cooperative Perception | 5 | 3 | May 4, 2026 | |
| Location Prediction | 5 | 3 | Jun 9, 2026 | |
| Concept Recognition | 5 | 3 | May 12, 2026 | |
| Exemplar-based Image Editing | 5 | 2 | May 11, 2026 | |
| Generalized Object Detection |
| 5 |
| 2 |
| Feb 27, 2026 |
| Visual Phrase Detection | 5 | 2 | Feb 27, 2026 |
|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
|---|
| Non-blind deblurring | 5 | 2 | Feb 18, 2026 |
|---|
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
|---|
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
|---|
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
|---|
| Albedo Prediction | 5 | 3 | May 7, 2026 |
|---|
| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
|---|
| Label Noise Identification | 5 | 2 | Feb 18, 2026 |
|---|
| Hyperspectral Reconstruction | 5 | 4 | Jun 4, 2026 |
|---|
| Superresolution | 5 | 12 | Jun 16, 2026 |
|---|
| Short-Term Tracking | 5 | 1 | Feb 18, 2026 |
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| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
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| Co-Speech Gesture Video Generation | 5 | 4 | Jun 4, 2026 |
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| Tumor Detection and Segmentation | 5 | 1 | Feb 18, 2026 |
|---|