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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 |
|---|---|---|---|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Obstacle Detection | 3 | 2 | Jun 5, 2026 | |
| CN vs MCI Classification | 3 | 2 | Jun 19, 2026 | |
| Histology classification | 3 | 2 | May 13, 2026 | |
| Scientific Image Synthesis | 3 | 2 | Apr 2, 2026 | |
| Cybersecurity Evaluation | 3 | 3 | Feb 19, 2026 | |
| Unit test generation | 3 | 1 | Feb 18, 2026 | |
| Instruction Execution |
| 3 |
| 1 |
| Feb 18, 2026 |
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 |
|---|
| Multi-view 3D face reconstruction | 3 | 2 | Feb 18, 2026 |
|---|
| Three-class classification | 3 | 3 | May 12, 2026 |
|---|
| Enterprise workflow automation | 3 | 3 | May 21, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 |
|---|
| Web Browsing and Navigation | 3 | 3 | May 13, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Causal Spatial Reasoning | 3 | 1 | Feb 20, 2026 |
|---|
| High-Level Reasoning | 3 | 3 | Jul 1, 2026 |
|---|
| Light Calibration | 3 | 1 | Feb 18, 2026 |
|---|
| Vision-centric Evaluation | 3 | 5 | Jun 18, 2026 |
|---|
| Human body segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| VAEP | 3 | 1 | Feb 18, 2026 |
|---|
| Low-light RAW enhancement | 3 | 1 | Feb 18, 2026 |
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| Concept interpretability | 3 | 2 | Mar 11, 2026 |
|---|