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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 |
|---|---|---|---|---|
| General Vision-Language Understanding | 3 | 3 | Mar 24, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Dual-spectral CT Material Decomposition | 3 | 1 | Feb 20, 2026 | |
| Single-Agent Motion Forecasting | 3 | 4 | Jul 8, 2026 | |
| Multi-label Remote Sensing Image Retrieval |
| 3 |
| 1 |
| Feb 20, 2026 |
| Molecular Profile Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| SDE Solution Approximation | 3 | 1 | Feb 18, 2026 |
|---|
| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 |
|---|
| Cervical Abnormal Cell Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Lightweight Image Super-Resolution | 3 | 1 | Feb 18, 2026 |
|---|
| Complexity Analysis | 3 | 3 | Jun 12, 2026 |
|---|
| Mono-to-stereo video conversion | 3 | 1 | Feb 20, 2026 |
|---|
| Dynamic 3D Sketching | 3 | 1 | Feb 18, 2026 |
|---|
| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 |
|---|
| Real-world Visual Understanding | 3 | 15 | Jun 12, 2026 |
|---|
| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 |
|---|
| Bokeh synthesis | 3 | 2 | Feb 20, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Transportation Network Design Optimization | 3 | 1 | Feb 18, 2026 |
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| Concept Steerability | 3 | 1 | Feb 18, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|