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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 |
|---|---|---|---|---|
| Subgraph Alignment | 15 | 2 | Feb 18, 2026 | |
| Fold Towel | 15 | 11 | Jun 30, 2026 | |
| Agent | 15 | 10 | Jun 24, 2026 | |
| Online Action Detection | 15 | 14 | Apr 1, 2026 | |
| Highlight Detection | 15 | 28 | Jun 8, 2026 | |
| One-step prediction | 15 | 5 | Jun 16, 2026 | |
| Robustness | 15 | 15 | Jul 7, 2026 | |
| Defocus Blur Detection | 15 | 3 | Feb 18, 2026 | |
| Cloud Detection | 15 | 7 | Jul 7, 2026 | |
| Unsupervised Clustering |
| 15 |
| 7 |
| May 26, 2026 |
| Helpfulness evaluation | 15 | 13 | Jul 7, 2026 |
|---|
| Generalized Referring Expression Segmentation | 15 | 21 | May 29, 2026 |
|---|
| High-dimensional optimization | 15 | 3 | May 25, 2026 |
|---|
| Surgical Video Recognition | 15 | 1 | Apr 1, 2026 |
|---|
| Reinforcement Learning Control | 15 | 3 | Jun 18, 2026 |
|---|
| Activation Steering | 15 | 7 | May 21, 2026 |
|---|
| Model Fingerprinting Robustness | 15 | 2 | Apr 8, 2026 |
|---|
| Filtering | 15 | 4 | Jul 2, 2026 |
|---|
| Temporal Out-of-Distribution Detection | 15 | 1 | Mar 20, 2026 |
|---|
| Audio Reasoning | 15 | 18 | Jun 16, 2026 |
|---|
| Urban Morphology Generation | 15 | 1 | Mar 18, 2026 |
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| stack blocks | 15 | 15 | Jun 24, 2026 |
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| Disease Progression Prediction | 15 | 6 | Apr 21, 2026 |
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| General Language Understanding and Reasoning | 15 | 17 | Jun 5, 2026 |
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| Voice Activity Detection | 15 | 7 | Apr 23, 2026 |
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