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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 |
|---|---|---|---|---|
| Neural Architecture Search Ranking Correlation | 8 | 1 | Feb 18, 2026 | |
| Artistic Style Transfer | 8 | 3 | Feb 20, 2026 | |
| Online prediction | 8 | 3 | May 12, 2026 | |
| Clone Detection | 8 | 6 | Apr 21, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Label Shift Estimation | 8 | 1 | Apr 3, 2026 | |
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 | |
| Multimodal Jailbreaking | 8 | 3 | Mar 24, 2026 | |
| Global Synthesis Detection |
| 8 |
| 1 |
| Feb 19, 2026 |
| MS lesion segmentation | 8 | 3 | May 12, 2026 |
|---|
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Interval forecasting | 8 | 2 | Apr 20, 2026 |
|---|
| Conditional Coverage for Partially Revealed Outputs | 8 | 1 | May 8, 2026 |
|---|
| Inter-session Loop Closure Detection | 8 | 1 | Apr 23, 2026 |
|---|
| Remote Sensing Scene Classification | 8 | 9 | May 12, 2026 |
|---|
| Multi-agent Collaborative Transport | 8 | 1 | Feb 18, 2026 |
|---|
| General LLM Evaluation | 8 | 8 | May 28, 2026 |
|---|
| Feedback Evaluation | 8 | 3 | Mar 13, 2026 |
|---|
| Bayesian Optimal Experimental Design | 8 | 3 | Jun 9, 2026 |
|---|
| Statistical Downscaling | 8 | 1 | Feb 18, 2026 |
|---|
| Blind Video Quality Assessment | 8 | 5 | May 21, 2026 |
|---|
| Physical structure recognition | 8 | 2 | Feb 18, 2026 |
|---|
| Keyword Prediction | 7 | 2 | Jun 25, 2026 |
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| Local Causal Discovery | 7 | 1 | Apr 1, 2026 |
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| Song Generation | 7 | 7 | Jun 30, 2026 |
|---|