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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 |
|---|---|---|---|---|
| Rotation Prediction | 5 | 3 | Feb 18, 2026 | |
| Musical Turing Test | 5 | 1 | Feb 21, 2026 | |
| Turn-detection | 5 | 1 | Apr 3, 2026 | |
| Interaction control | 5 | 2 | Jun 11, 2026 | |
| Image Composition | 5 | 3 | Jul 7, 2026 | |
| Heading angle estimation | 5 | 1 | Apr 2, 2026 | |
| Multi-route generation | 5 | 2 | May 22, 2026 | |
| Adversarial Code Compliance | 5 | 1 | Feb 19, 2026 | |
| Language Steering | 5 | 2 | Apr 7, 2026 | |
| Word Intrusion Detection |
| 5 |
| 1 |
| Apr 1, 2026 |
| Low-light raw denoising | 5 | 2 | Feb 18, 2026 |
|---|
| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 |
|---|
| Target Search | 5 | 3 | Jun 5, 2026 |
|---|
| Predicting answer correctness | 5 | 4 | Jun 2, 2026 |
|---|
| Stereo Conversion | 5 | 3 | Jun 2, 2026 |
|---|
| Forward Simulation | 5 | 4 | Jun 25, 2026 |
|---|
| Long-Document Question Answering | 5 | 2 | Apr 27, 2026 |
|---|
| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
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| Ski Rental Problem | 5 | 1 | Apr 1, 2026 |
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| Vacuum Grasping | 5 | 1 | Feb 21, 2026 |
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| Temporal Relation Classification | 5 | 5 | Apr 15, 2026 |
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| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
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| Monocular 3D Detection | 5 | 4 | Mar 31, 2026 |
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| Cart-pole stabilization with wall interaction | 5 | 1 | Feb 21, 2026 |
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| LiDAR Novel View Synthesis | 5 | 1 | Feb 18, 2026 |
|---|