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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 |
|---|---|---|---|---|
| Cognition and Reasoning | 3 | 2 | May 12, 2026 | |
| Comprehensive Evaluation | 3 | 3 | May 28, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Multi-view Super-Resolution | 3 | 2 | Mar 25, 2026 | |
| Face Template Inversion Attack | 3 | 2 | May 4, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Cardiac ultrasound segmentation | 3 | 4 | Apr 23, 2026 | |
| General Vision-Language Understanding | 3 | 3 | Mar 24, 2026 | |
| Driving Performance Validation |
| 3 |
| 1 |
| Mar 27, 2026 |
| Facial Template Inversion | 3 | 2 | Apr 21, 2026 |
|---|
| Runtime Agent Memory | 3 | 1 | Feb 18, 2026 |
|---|
| Spoken Language Identification | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-label Remote Sensing Image Retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Social Commonsense Reasoning | 3 | 23 | Jul 8, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Action-controlled Video Generation | 3 | 2 | Mar 20, 2026 |
|---|
| Dual-spectral CT Material Decomposition | 3 | 1 | Feb 20, 2026 |
|---|
| Knowledge modification | 3 | 1 | Feb 18, 2026 |
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| Bokeh synthesis | 3 | 2 | Feb 20, 2026 |
|---|
| 3D Point Cloud Adversarial Attack | 3 | 3 | May 20, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Real-world Visual Understanding | 3 | 15 | Jun 12, 2026 |
|---|
| Transfer-based Adversarial Attack | 3 | 1 | Feb 18, 2026 |
|---|