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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 |
|---|---|---|---|---|
| Model Classification | 4 | 2 | May 25, 2026 | |
| Inverse Dynamics Modeling | 4 | 2 | Mar 6, 2026 | |
| image sentiment analysis | 4 | 1 | Mar 4, 2026 | |
| IQA Score Regression | 4 | 1 | Mar 4, 2026 | |
| Human motion recovery | 4 | 2 | Feb 27, 2026 | |
| Geometric Correspondence | 4 | 3 | Jun 15, 2026 | |
| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 | |
| Document Rectification | 4 | 2 | Mar 5, 2026 | |
| Streaming Perception |
| 4 |
| 3 |
| Feb 18, 2026 |
| Nucleus Instance Segmentation | 4 | 2 | May 29, 2026 |
|---|
| Myoelectric Gesture Recognition | 4 | 1 | Mar 6, 2026 |
|---|
| Lossless Semantic Map Compression | 4 | 1 | Mar 4, 2026 |
|---|
| Object Retrieval & Goal Navigation | 4 | 1 | Mar 4, 2026 |
|---|
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Facial Expression Editing | 4 | 3 | Mar 27, 2026 |
|---|
| Video tasks | 4 | 2 | Feb 22, 2026 |
|---|
| Proficiency estimation | 4 | 6 | Jun 17, 2026 |
|---|
| Active Recognition | 4 | 2 | May 19, 2026 |
|---|
| Video Event Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| Unsupervised Video Segmentation | 4 | 2 | Mar 4, 2026 |
|---|
| Active Object Recognition | 4 | 1 | Feb 18, 2026 |
|---|
| Image Reconstruction and Generation | 4 | 2 | Mar 10, 2026 |
|---|
| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
|---|
| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
|---|
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|