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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 |
|---|---|---|---|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Neural Architecture Search (Topology Search) | 3 | 1 | Feb 18, 2026 | |
| Enhanced Collision Attack | 3 | 1 | Mar 12, 2026 | |
| User Behavior Prediction | 3 | 2 | Apr 14, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Monocular Geometry Estimation | 3 | 2 | Jul 3, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Video Anomaly Description |
| 3 |
| 2 |
| Apr 1, 2026 |
| Depth Super-Resolution / Completion | 3 | 2 | Feb 22, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
|---|
| Antenna-PCI matching | 3 | 1 | Feb 19, 2026 |
|---|
| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 |
|---|
| 3D Texture Editing | 3 | 2 | Feb 20, 2026 |
|---|
| Classical Planning | 3 | 2 | Mar 30, 2026 |
|---|
| Dense Mesh Reconstruction | 3 | 1 | Feb 19, 2026 |
|---|
| Scientific Table & Figure Analysis | 3 | 1 | Feb 18, 2026 |
|---|
| Conditional Layout Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Video Multi-modal Understanding | 3 | 1 | Feb 19, 2026 |
|---|
| Text-to-sound generation | 3 | 2 | Feb 18, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-image Multi-modal Understanding | 3 | 1 | Feb 19, 2026 |
|---|
| 3D Posture Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|