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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 |
|---|---|---|---|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| A/V classification | 3 | 1 | Feb 18, 2026 | |
| BV segmentation | 3 | 1 | Feb 18, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Reliability of post-edit LLMs | 3 | 1 | Feb 27, 2026 | |
| 4D Human-Object Interaction Generation | 3 | 3 | Jun 4, 2026 | |
| Bird's Eye View | 3 | 1 | Feb 18, 2026 | |
| Untargeted white-box attack |
| 3 |
| 1 |
| Feb 18, 2026 |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Social Interaction Question Answering | 3 | 19 | Jun 1, 2026 |
|---|
| Vision-Language Model Calibration | 3 | 1 | Feb 18, 2026 |
|---|
| Stylized Image Generation | 3 | 3 | Jul 7, 2026 |
|---|
| Mono-to-stereo video conversion | 3 | 1 | Feb 20, 2026 |
|---|
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Cooperative Object Detection | 3 | 4 | Jun 29, 2026 |
|---|
| 3D Video Generation | 3 | 2 | May 14, 2026 |
|---|
| SVG Animation | 3 | 2 | May 29, 2026 |
|---|
| Multi-view Super-Resolution | 3 | 2 | Mar 25, 2026 |
|---|
| Generative Hallucination | 3 | 10 | Jun 26, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Policy Search | 3 | 2 | Jun 2, 2026 |
|---|
| Continual Visual Question Answering | 3 | 4 | Jul 3, 2026 |
|---|