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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 Task-incremental Learning | 5 | 2 | Feb 18, 2026 | |
| Authenticity Classification | 5 | 1 | Feb 21, 2026 | |
| Long-horizon navigation | 5 | 2 | May 19, 2026 | |
| Motion Captioning | 5 | 3 | Mar 19, 2026 | |
| Code Question Answering | 5 | 5 | Mar 23, 2026 | |
| Optic Cup / Disc Segmentation | 5 | 6 | Apr 24, 2026 | |
| Unsupervised Image Hashing | 5 | 1 | Apr 7, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Knowledge gap detection | 5 |
| 1 |
| Apr 6, 2026 |
| SASV | 5 | 1 | Feb 21, 2026 |
|---|
| Univariate Time Series Anomaly Detection | 5 | 3 | Jun 9, 2026 |
|---|
| Model Training | 5 | 2 | Apr 15, 2026 |
|---|
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
|---|
| Rule Discovery | 5 | 2 | Jun 29, 2026 |
|---|
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
|---|
| Multi-turn Dialogue Reasoning | 5 | 5 | Jun 4, 2026 |
|---|
| Present Keyphrase Prediction | 5 | 2 | Feb 18, 2026 |
|---|
| Protein Generation | 5 | 4 | May 28, 2026 |
|---|
| Total Knee Replacement (TKR) risk prediction | 5 | 1 | Apr 6, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
|---|
| Noise Prediction | 5 | 2 | Jun 23, 2026 |
|---|
| Table-based Question Answering | 5 | 6 | Jun 30, 2026 |
|---|
| Machine health monitoring | 5 | 1 | Apr 6, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
|---|
| Repository-level code completion | 5 | 3 | Apr 23, 2026 |
|---|