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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 |
|---|---|---|---|---|
| Online Video Understanding | 8 | 9 | Apr 28, 2026 | |
| Word-level sign language recognition | 8 | 5 | Mar 9, 2026 | |
| Multi-View Reconstruction | 8 | 7 | Jun 29, 2026 | |
| Seizure Prediction | 8 | 3 | Feb 20, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 | |
| Missing Value Imputation | 8 | 3 | Jun 4, 2026 | |
| Affective Computing | 8 | 2 | Jun 30, 2026 | |
| Bird's Eye View Detection |
| 8 |
| 14 |
| Mar 31, 2026 |
| Multi-Frame Super-Resolution | 8 | 4 | Apr 28, 2026 |
|---|
| Label Shift Estimation | 8 | 1 | Apr 3, 2026 |
|---|
| Dynamic Scene Rendering | 8 | 7 | May 12, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
|---|
| Sound Event Classification | 8 | 6 | Jun 18, 2026 |
|---|
| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
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| Target Detection | 8 | 5 | May 20, 2026 |
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| Interval forecasting | 8 | 2 | Apr 20, 2026 |
|---|
| Tooth segmentation | 8 | 5 | May 21, 2026 |
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| MS lesion segmentation | 8 | 3 | May 12, 2026 |
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| Dereverberation | 8 | 3 | Feb 22, 2026 |
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| UAV Tracking | 8 | 5 | May 28, 2026 |
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| Secondary Structure Prediction | 8 | 3 | Mar 13, 2026 |
|---|
| Multi-turn interaction accuracy | 8 | 1 | Feb 18, 2026 |
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| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
|---|