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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 |
|---|---|---|---|---|
| Bird's Eye View (BEV) Object Detection | 6 | 6 | Feb 27, 2026 | |
| Method Name Prediction | 6 | 1 | Feb 19, 2026 | |
| Interaction Prediction | 6 | 4 | Jun 16, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Point cloud forecasting | 6 | 5 | Jul 7, 2026 | |
| Heterogeneous Reconstruction | 6 | 1 | Feb 18, 2026 | |
| Verb recognition | 6 | 5 | Feb 27, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Question Answering Sufficiency Prediction |
| 6 |
| 1 |
| Feb 19, 2026 |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Spiking Audio Classification | 6 | 4 | Jun 23, 2026 |
|---|
| Neural Architecture Search (Size Search) | 6 | 1 | Feb 18, 2026 |
|---|
| RGBD Saliency Detection | 6 | 9 | Feb 18, 2026 |
|---|
| Nuclei Detection | 6 | 8 | May 13, 2026 |
|---|
| SLAM Efficiency Analysis | 6 | 3 | Jun 30, 2026 |
|---|
| Decision Graph Extraction | 6 | 1 | Apr 6, 2026 |
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| General Multimodal Evaluation | 6 | 5 | Jun 1, 2026 |
|---|
| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 |
|---|
| Video Manipulation Localization | 6 | 2 | Jun 11, 2026 |
|---|
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
|---|
| Dynamic Link Detection | 6 | 3 | Mar 5, 2026 |
|---|
| Fundamental Frequency Estimation | 6 | 1 | Feb 21, 2026 |
|---|
| Neural Pipeline | 6 | 2 | Feb 18, 2026 |
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| Biomarker Prediction | 6 | 4 | May 26, 2026 |
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| Mars Lander Trajectory Generation | 6 | 1 | Apr 6, 2026 |
|---|