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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 |
|---|---|---|---|---|
| Employment Prediction | 3 | 1 | Feb 20, 2026 | |
| Answer Ranking | 3 | 2 | Feb 18, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Internal Energy Probing | 3 | 1 | Feb 27, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Clinical time series prediction | 3 | 2 | May 21, 2026 | |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| Agent Trajectory Anomaly Detection |
| 3 |
| 1 |
| Mar 27, 2026 |
| Classical Planning | 3 | 2 | Mar 30, 2026 |
|---|
| Multi-intent Natural Language Understanding | 3 | 2 | Feb 22, 2026 |
|---|
| PDF Parsing | 3 | 2 | Apr 28, 2026 |
|---|
| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 |
|---|
| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 |
|---|
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|
| Subsurface Flow Simulation | 3 | 1 | Feb 20, 2026 |
|---|
| Global intrinsic time estimation | 3 | 1 | Feb 20, 2026 |
|---|
| LiDAR Super-resolution | 3 | 1 | Feb 18, 2026 |
|---|
| 3D part grouping | 3 | 1 | Feb 18, 2026 |
|---|
| Appearance Transfer | 3 | 1 | Feb 18, 2026 |
|---|
| Binary medical image segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Average Cross-modal Retrieval | 3 | 2 | Mar 26, 2026 |
|---|
| Abdomen organ segmentation | 3 | 2 | Feb 20, 2026 |
|---|
| CtI Retrieval | 3 | 1 | Feb 27, 2026 |
|---|
| Unfolding | 3 | 2 | Feb 21, 2026 |
|---|