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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 |
|---|---|---|---|---|
| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 | |
| Survival group classification | 8 | 1 | Feb 21, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| Video demonstration retrieval | 8 | 1 | Apr 7, 2026 | |
| Unit Commitment | 8 | 3 | Jul 1, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| Molecule Captioning | 8 | 17 | Apr 28, 2026 | |
| Tooth segmentation | 8 | 5 | May 21, 2026 | |
| Safety-Sensitive Text-to-Image Generation |
| 8 |
| 1 |
| Feb 18, 2026 |
| Artistic Style Transfer | 8 | 3 | Feb 20, 2026 |
|---|
| Respiratory Classification | 8 | 1 | Feb 21, 2026 |
|---|
| Code Infilling | 8 | 5 | Jun 12, 2026 |
|---|
| Pairwise Learning | 8 | 2 | Jun 16, 2026 |
|---|
| Label Shift Estimation | 8 | 1 | Apr 3, 2026 |
|---|
| Multi-Target Domain Adaptation | 8 | 6 | Mar 5, 2026 |
|---|
| MS lesion segmentation | 8 | 3 | May 12, 2026 |
|---|
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Neural Architecture Search Ranking Correlation | 8 | 1 | Feb 18, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
|---|
| Sokoban | 8 | 4 | May 12, 2026 |
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| Affective Computing | 8 | 2 | Jun 30, 2026 |
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| Interval forecasting | 8 | 2 | Apr 20, 2026 |
|---|
| Blind Video Quality Assessment | 8 | 5 | May 21, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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