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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 |
|---|---|---|---|---|
| Scholarly Title Generation | 5 | 5 | Jun 4, 2026 | |
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 | |
| Noise Prediction | 5 | 2 | Jun 23, 2026 | |
| Talent Recommendation | 5 | 2 | May 26, 2026 | |
| Plug Insertion | 5 | 3 | Jul 3, 2026 | |
| Product Rating | 5 | 4 | Jun 4, 2026 | |
| Robust Rotation Search | 5 | 1 | Feb 18, 2026 | |
| News Headline Generation | 5 | 5 | Jun 4, 2026 | |
| Pendulum swing-up | 5 | 3 | Jun 5, 2026 | |
| Chain-of-Thought Generation |
| 5 |
| 2 |
| Mar 5, 2026 |
| Conversational Evaluation | 5 | 3 | May 21, 2026 |
|---|
| Tactile Localization | 5 | 2 | Apr 14, 2026 |
|---|
| Distributional Alignment | 5 | 3 | Jun 9, 2026 |
|---|
| Safe-separation assurance | 5 | 1 | Feb 21, 2026 |
|---|
| Cold Question Routing | 5 | 1 | Feb 18, 2026 |
|---|
| Musical Turing Test | 5 | 1 | Feb 21, 2026 |
|---|
| Ultrasound Video Generation | 5 | 1 | Feb 18, 2026 |
|---|
| Location Prediction | 5 | 3 | Jun 9, 2026 |
|---|
| Open-ended counting | 5 | 3 | Feb 18, 2026 |
|---|
| Focus Quality Assessment | 5 | 1 | Apr 3, 2026 |
|---|
| Informative Path Planning | 5 | 1 | Apr 3, 2026 |
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| Camera Parameter Estimation | 5 | 3 | Feb 18, 2026 |
|---|
| Grasp Pose Estimation | 5 | 3 | Jun 9, 2026 |
|---|
| Policy Enforcement | 5 | 3 | Jun 19, 2026 |
|---|
| Facial Action Unit Detection | 5 | 10 | Apr 24, 2026 |
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