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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 |
|---|---|---|---|---|
| Dynamic Object Manipulation | 5 | 3 | Jul 3, 2026 | |
| Few-view 3D Reconstruction | 5 | 2 | Feb 18, 2026 | |
| Meta-evaluation | 5 | 6 | May 13, 2026 | |
| Point forecasting | 5 | 5 | Jul 3, 2026 | |
| Interactive Video Object Segmentation | 5 | 7 | Feb 18, 2026 | |
| Music Tagging | 5 | 2 | Jun 25, 2026 | |
| Domain-generalised Segmentation | 5 | 1 | Feb 18, 2026 | |
| Adversarial jailbreak attack | 5 | 2 | May 12, 2026 | |
| Visual Saliency Prediction | 5 | 3 | Feb 18, 2026 | |
| Multi-hop Fact Verification |
|---|
| 5 |
| 3 |
| May 20, 2026 |
| Heading angle estimation | 5 | 1 | Apr 2, 2026 |
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| Interaction control | 5 | 2 | Jun 11, 2026 |
|---|
| Multi-route generation | 5 | 2 | May 22, 2026 |
|---|
| Graph similarity ranking | 5 | 1 | Feb 18, 2026 |
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| Spoken Language Modeling | 5 | 5 | Apr 28, 2026 |
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| Two-view relative pose estimation | 5 | 3 | Mar 25, 2026 |
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| Constrained Decoding | 5 | 2 | Feb 19, 2026 |
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| Multi-Session SLAM | 5 | 1 | Feb 18, 2026 |
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| Semantic Fidelity | 5 | 2 | Apr 23, 2026 |
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| Adversarial Code Compliance | 5 | 1 | Feb 19, 2026 |
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| Perineural Invasion (PNI) Classification | 5 | 1 | Apr 1, 2026 |
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| Language Steering | 5 | 2 | Apr 7, 2026 |
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| Predicting answer correctness | 5 | 4 | Jun 2, 2026 |
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| Word Intrusion Detection | 5 | 1 | Apr 1, 2026 |
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| Parallel Grasping | 5 | 1 | Feb 21, 2026 |
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