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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 |
|---|---|---|---|---|
| Outfit Compatibility Prediction | 3 | 1 | Feb 18, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 | |
| Multimodal alignment | 3 | 2 | Feb 20, 2026 | |
| Source Integrity | 3 | 1 | Feb 20, 2026 | |
| Diagram Question Answering | 3 | 68 | Jul 7, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 | |
| Context-window selection |
| 3 |
| 1 |
| Mar 27, 2026 |
| Stylized Text Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-hop spatial reasoning | 3 | 2 | Jul 1, 2026 |
|---|
| Image Age Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Remote Sensing Image Restoration | 3 | 3 | Apr 28, 2026 |
|---|
| LipSync Manipulation Detection | 3 | 2 | May 6, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Instruction-Guided Video Editing | 3 | 4 | Jun 5, 2026 |
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| Pairwise Calibration | 3 | 1 | Feb 20, 2026 |
|---|
| 3D Hand-Object Pose Estimation | 3 | 3 | Feb 22, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Holistic Scene Understanding | 3 | 2 | Jul 7, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Text-to-Video Stylization | 3 | 2 | Apr 16, 2026 |
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| Camera Coordinate 3D tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|