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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 |
|---|---|---|---|---|
| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 | |
| Inertial Navigation | 6 | 2 | Feb 21, 2026 | |
| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 | |
| Weed map representation | 6 | 1 | Feb 21, 2026 | |
| Conversational Question Generation | 6 | 3 | Feb 18, 2026 | |
| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 | |
| Architecture Performance Ranking | 6 | 1 | Feb 18, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| Text-to-SVG Generation |
| 6 |
| 6 |
| Apr 10, 2026 |
| Deformable Registration | 6 | 5 | May 14, 2026 |
|---|
| Zero-cost Proxy Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| Polling-based Object Probing Evaluation (POPE) | 6 | 2 | Feb 19, 2026 |
|---|
| NAS Proxy Evaluation | 6 | 1 | Feb 18, 2026 |
|---|
| Temporal Action Proposal Generation | 6 | 15 | Feb 27, 2026 |
|---|
| Membership Detection | 6 | 2 | Jun 11, 2026 |
|---|
| Closed-Loop End-Effector Tracking | 6 | 1 | Mar 25, 2026 |
|---|
| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
|---|
| Long-Horizon Robotics Manipulation | 6 | 1 | Feb 18, 2026 |
|---|
| Robotic Grinding | 6 | 1 | Mar 25, 2026 |
|---|
| 2D bipedal locomotion | 6 | 1 | Feb 18, 2026 |
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| Lane line mapping | 6 | 2 | Mar 4, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
|---|
| P&ID Question Answering | 6 | 1 | Mar 25, 2026 |
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| Personalized Speech Enhancement | 6 | 3 | Jun 23, 2026 |
|---|
| Dual-arm manipulation | 6 | 7 | Jul 7, 2026 |
|---|