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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 |
|---|---|---|---|---|
| Aspect-category Aspect Analysis | 5 | 1 | Feb 19, 2026 | |
| Dynamic Object Manipulation | 5 | 3 | Jul 3, 2026 | |
| Event processing | 5 | 1 | Apr 2, 2026 | |
| Point forecasting | 5 | 5 | Jul 3, 2026 | |
| Multimodal Document QA | 5 | 1 | Feb 19, 2026 | |
| Graph similarity ranking | 5 | 1 | Feb 18, 2026 | |
| Web Agent | 5 | 5 | Jun 24, 2026 | |
| Grasp Pose Estimation | 5 | 3 | Jun 9, 2026 | |
| Multi-hop Fact Verification | 5 | 3 | May 20, 2026 | |
| Spoken Language Modeling |
| 5 |
| 5 |
| Apr 28, 2026 |
| Multi-Session SLAM | 5 | 1 | Feb 18, 2026 |
|---|
| Interaction control | 5 | 2 | Jun 11, 2026 |
|---|
| Two-view relative pose estimation | 5 | 3 | Mar 25, 2026 |
|---|
| Constrained Decoding | 5 | 2 | Feb 19, 2026 |
|---|
| Heading angle estimation | 5 | 1 | Apr 2, 2026 |
|---|
| Class-conditioned 3D Shape Generation | 5 | 1 | Feb 18, 2026 |
|---|
| Multi-route generation | 5 | 2 | May 22, 2026 |
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| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 |
|---|
| Predicting answer correctness | 5 | 4 | Jun 2, 2026 |
|---|
| Human-human interaction motion generation | 5 | 4 | Feb 20, 2026 |
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| Image Composition | 5 | 3 | Jul 7, 2026 |
|---|
| Word Intrusion Detection | 5 | 1 | Apr 1, 2026 |
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| Target Search | 5 | 3 | Jun 5, 2026 |
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| Stereo Conversion | 5 | 3 | Jun 2, 2026 |
|---|
| 3D clothed human reconstruction | 5 | 4 | May 26, 2026 |
|---|