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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 |
|---|---|---|---|---|
| Bipedal Locomotion | 5 | 2 | Jun 24, 2026 | |
| Speech Intelligibility Assessment | 5 | 2 | Feb 25, 2026 | |
| Point Cloud Retrieval | 5 | 3 | Jun 18, 2026 | |
| Process prediction | 5 | 1 | Apr 2, 2026 | |
| Point forecasting | 5 | 5 | Jul 3, 2026 | |
| Sentiment transformation | 5 | 1 | Feb 18, 2026 | |
| Long-form Video Question Answering | 5 | 6 | Jun 19, 2026 | |
| Adversarial Code Compliance | 5 | 1 | Feb 19, 2026 | |
| Long speech understanding and reasoning |
| 5 |
| 1 |
| Feb 27, 2026 |
| Aspect-category Aspect Analysis | 5 | 1 | Feb 19, 2026 |
|---|
| Dynamic Object Manipulation | 5 | 3 | Jul 3, 2026 |
|---|
| Multimodal Document QA | 5 | 1 | Feb 19, 2026 |
|---|
| Heading angle estimation | 5 | 1 | Apr 2, 2026 |
|---|
| Semantic Fidelity | 5 | 2 | Apr 23, 2026 |
|---|
| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
|---|
| Analogy recognition | 5 | 1 | Feb 18, 2026 |
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| Temporal Point Process Generation | 5 | 1 | Apr 7, 2026 |
|---|
| Place Cup | 5 | 4 | Jun 23, 2026 |
|---|
| Multi-hop Fact Verification | 5 | 3 | May 20, 2026 |
|---|
| Few-view 3D Reconstruction | 5 | 2 | Feb 18, 2026 |
|---|
| Isotropic Reconstruction | 5 | 3 | Mar 4, 2026 |
|---|
| Gleason Grading | 5 | 5 | May 7, 2026 |
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| Grounded Question Answering | 5 | 5 | Feb 18, 2026 |
|---|
| Freehand 3D Ultrasound Reconstruction | 5 | 3 | Feb 22, 2026 |
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| Single Image Deraining | 5 | 3 | Feb 18, 2026 |
|---|