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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 |
|---|---|---|---|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Code vulnerability detection | 3 | 3 | Mar 19, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Vehicle Classification | 3 | 3 | May 11, 2026 | |
| Robot Trajectory Planning Computation | 3 | 1 | Jun 9, 2026 | |
| Search and Recommendation | 3 | 1 | Feb 19, 2026 | |
| PAWP Prediction | 3 | 2 | Feb 18, 2026 | |
| Naturalness | 3 | 3 | Jun 11, 2026 | |
| Multi-dimensional knapsack optimization |
| 3 |
| 1 |
| Jun 9, 2026 |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|
| Video Quality Comparison | 3 | 1 | Feb 19, 2026 |
|---|
| Part Semantic Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Remote Sensing Image-Text Retrieval | 3 | 2 | Feb 20, 2026 |
|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
|---|
| Classical Planning | 3 | 2 | Mar 30, 2026 |
|---|
| 3D Awareness | 3 | 2 | Jun 2, 2026 |
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| Camera-controlled video-to-video generation | 3 | 2 | May 8, 2026 |
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| Ground-to-Satellite image synthesis | 3 | 1 | Mar 30, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| Image Quality Comparison | 3 | 1 | Feb 19, 2026 |
|---|
| Wound Measurement | 3 | 1 | Feb 19, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|