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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 |
|---|---|---|---|---|
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Total Cloud Cover Prediction | 4 | 1 | Apr 1, 2026 | |
| Incident Resolution | 4 | 1 | Feb 21, 2026 | |
| Polyphonic Music Generation | 4 | 2 | Feb 18, 2026 | |
| UI understanding | 4 | 2 | Feb 18, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Population Synthesis | 4 | 4 | Jul 7, 2026 | |
| JPEG artifact removal | 4 | 4 | Mar 16, 2026 | |
| Predictive Regression |
| 4 |
| 1 |
| Feb 18, 2026 |
| LiDAR-based localization | 4 | 1 | Feb 18, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Educational Video Generation | 4 | 2 | May 13, 2026 |
|---|
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| EOT plan recovery | 4 | 1 | Feb 18, 2026 |
|---|
| Causal Structural Learning | 4 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Foreground Extraction | 4 | 1 | Feb 18, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| System Performance Evaluation | 4 | 3 | Mar 4, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| Ischemic stroke lesion segmentation | 4 | 4 | May 22, 2026 |
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| Metaphor Generation | 4 | 1 | Feb 18, 2026 |
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| Hypernymy Detection | 4 | 1 | Feb 18, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|