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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 |
|---|---|---|---|---|
| Safety Content Detection | 12 | 2 | Jun 5, 2026 | |
| Multi-View Pose Estimation | 12 | 4 | May 28, 2026 | |
| Rule extraction | 12 | 3 | Jun 9, 2026 | |
| Dynamic Facial Expression Recognition | 12 | 11 | Jul 1, 2026 | |
| Song aesthetics evaluation | 12 | 1 | Feb 21, 2026 | |
| Explanation quality evaluation | 12 | 6 | May 12, 2026 | |
| Total Effect Estimation | 12 | 1 | Mar 31, 2026 | |
| Set Covering | 12 | 4 | May 29, 2026 | |
| Sufficient Dimension Reduction | 12 | 2 | Jun 2, 2026 | |
| Item Response Theory Assessment |
| 12 |
| 1 |
| Feb 18, 2026 |
| Face Clustering | 12 | 6 | Jun 5, 2026 |
|---|
| Readmission prediction | 12 | 16 | Jun 30, 2026 |
|---|
| Vehicle Trajectory Prediction | 12 | 13 | Apr 20, 2026 |
|---|
| Future Frame Prediction | 12 | 6 | Jul 3, 2026 |
|---|
| Offline Safe Reinforcement Learning | 12 | 2 | Jul 7, 2026 |
|---|
| Fine-grained Visual Recognition | 12 | 6 | May 18, 2026 |
|---|
| Explanation Evaluation | 12 | 5 | Mar 25, 2026 |
|---|
| Multi-Armed Bandit | 12 | 4 | Jun 1, 2026 |
|---|
| Robot Grasping | 12 | 7 | Jun 5, 2026 |
|---|
| Active View Selection | 12 | 3 | Mar 25, 2026 |
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| Person Detection | 12 | 7 | Feb 27, 2026 |
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| Pixel-level Segmentation | 12 | 6 | Jun 30, 2026 |
|---|
| Distribution Shift Detection | 12 | 7 | May 26, 2026 |
|---|
| Document Ranking | 12 | 15 | Jun 29, 2026 |
|---|
| High-level Planning | 12 | 6 | Jun 11, 2026 |
|---|