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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 |
|---|---|---|---|---|
| NAS Proxy Evaluation | 6 | 1 | Feb 18, 2026 | |
| Dangling Detection | 6 | 1 | Feb 18, 2026 | |
| Video Re-identification | 6 | 1 | Mar 27, 2026 | |
| Spinal Cord Gray Matter Segmentation | 6 | 1 | Feb 18, 2026 | |
| Network Alignment | 6 | 2 | May 26, 2026 | |
| Hand Pressure Estimation | 6 | 4 | Jun 8, 2026 | |
| EDU Segmentation | 6 | 1 | Feb 18, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 | |
| Short-term object interaction anticipation |
| 6 |
| 5 |
| Jun 2, 2026 |
| Fundus-to-Angiography Style Transfer | 6 | 1 | Feb 18, 2026 |
|---|
| Single Image Reflection Separation | 6 | 3 | Feb 19, 2026 |
|---|
| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
|---|
| Heartbeat Classification | 6 | 2 | Mar 24, 2026 |
|---|
| Node-to-Graph Transfer | 6 | 1 | Feb 18, 2026 |
|---|
| Graph-to-Node Transfer | 6 | 1 | Feb 18, 2026 |
|---|
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 |
|---|
| Mathematical Formalization | 6 | 2 | Apr 16, 2026 |
|---|
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
|---|
| Architecture Performance Ranking | 6 | 1 | Feb 18, 2026 |
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| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
|---|
| Python Coding | 6 | 3 | Feb 24, 2026 |
|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 |
|---|
| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| Protein backbone generation | 6 | 4 | Mar 13, 2026 |
|---|