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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 |
|---|---|---|---|---|
| Microtubule Segmentation | 3 | 2 | Jun 23, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| In-the-wild model generalization | 3 | 1 | Feb 19, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Grounded Report Generation | 3 | 2 | Mar 25, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Mathematical Reasoning and Code Generation |
| 3 |
| 3 |
| Jun 30, 2026 |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Pixel-level Anomaly Segmentation | 3 | 2 | Feb 20, 2026 |
|---|
| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 |
|---|
| Backchannel | 3 | 4 | Jun 18, 2026 |
|---|
| Kitchen manipulation | 3 | 3 | May 7, 2026 |
|---|
| Action-to-Video Retrieval | 3 | 1 | Feb 27, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Semi-Supervised Few-Shot Classification | 3 | 2 | Feb 22, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Facial Appearance Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Facial Geometry Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Crash-severity assessment | 3 | 1 | Feb 18, 2026 |
|---|