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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 |
|---|---|---|---|---|
| Unconditional Sampling | 3 | 1 | Feb 20, 2026 | |
| Geologic map understanding | 3 | 1 | Feb 18, 2026 | |
| Functional Circuit Deception | 3 | 1 | Mar 30, 2026 | |
| Tumor and Lymph Node Segmentation | 3 | 1 | Feb 18, 2026 | |
| Ground-to-Satellite image synthesis | 3 | 1 | Mar 30, 2026 | |
| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 | |
| Novel Expression Synthesis | 3 | 3 | Jun 30, 2026 | |
| Ride-hailing Call Prediction | 3 | 1 | Feb 20, 2026 | |
| Retrieval-based Question Answering |
| 3 |
| 3 |
| Jun 24, 2026 |
| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 |
|---|
| Backchannel | 3 | 4 | Jun 18, 2026 |
|---|
| Temporal Inpainting | 3 | 4 | Apr 21, 2026 |
|---|
| Temporal Outpainting | 3 | 3 | Apr 21, 2026 |
|---|
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 |
|---|
| Shadow Dexterous Hand Manipulation | 3 | 1 | Feb 20, 2026 |
|---|
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 |
|---|
| AUC Maximization | 3 | 1 | Feb 18, 2026 |
|---|
| Radar-to-Radar Place Recognition | 3 | 1 | Mar 30, 2026 |
|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
|---|
| Surface Mesh Accuracy | 3 | 1 | Feb 18, 2026 |
|---|
| Ride-hailing TSH Prediction | 3 | 1 | Feb 20, 2026 |
|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| Reposing | 3 | 1 | Feb 18, 2026 |
|---|
| Reduced-Order Modeling | 3 | 2 | Jun 5, 2026 |
|---|
| Query-to-Query Retrieval | 3 | 1 | Feb 20, 2026 |
|---|