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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 | |
| Architecture Performance Ranking | 6 | 1 | Feb 18, 2026 | |
| Polling-based Object Probing Evaluation (POPE) | 6 | 2 | Feb 19, 2026 | |
| Long-Horizon Robotics Manipulation | 6 | 1 | Feb 18, 2026 | |
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 | |
| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 | |
| Estimating source distributions | 6 | 1 | Feb 18, 2026 | |
| Multimedia Recommendation | 6 | 2 | Feb 20, 2026 | |
| Feature shift detection |
| 6 |
| 1 |
| Feb 18, 2026 |
| Co-localization | 6 | 3 | Feb 18, 2026 |
|---|
| Shell Noun Resolution | 6 | 1 | Feb 18, 2026 |
|---|
| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
|---|
| Lane line mapping | 6 | 2 | Mar 4, 2026 |
|---|
| Portrait Matting | 6 | 4 | Feb 18, 2026 |
|---|
| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| Network Alignment | 6 | 2 | May 26, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
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| Dangling Detection | 6 | 1 | Feb 18, 2026 |
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| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 |
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| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
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| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 |
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| Human Novel-view Rendering | 6 | 1 | Feb 18, 2026 |
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| Image-level manipulation detection | 6 | 5 | May 15, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 |
|---|