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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 |
|---|---|---|---|---|
| Zero-shot Promptable Segmentation | 2 | 1 | Feb 18, 2026 | |
| Multimodal Information Extraction | 2 | 1 | Mar 24, 2026 | |
| Dynamic target geo-localization | 2 | 1 | Mar 24, 2026 | |
| sMCI/pMCI classification | 2 | 1 | Feb 18, 2026 | |
| Restoration | 2 | 2 | May 1, 2026 | |
| MRI Harmonization | 2 | 1 | Feb 20, 2026 | |
| Face Rendering | 2 | 1 | Feb 20, 2026 | |
| Directional attribution | 2 | 1 | Mar 24, 2026 | |
| Vertex-level human-scene contact prediction |
| 2 |
| 3 |
| Apr 23, 2026 |
| Logo Recognition | 2 | 2 | Jun 25, 2026 |
|---|
| Endmember Estimation | 2 | 2 | Apr 1, 2026 |
|---|
| Collaborative Perception (CP) | 2 | 1 | Mar 24, 2026 |
|---|
| Dense Pose Prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Accuracy Improvement | 2 | 1 | Feb 20, 2026 |
|---|
| Adding | 2 | 2 | Jun 16, 2026 |
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| MultiModal Long-Context Understanding | 2 | 2 | Apr 21, 2026 |
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| Navigation (NAV) | 2 | 1 | Mar 24, 2026 |
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| Inter-class Mesh Alignment | 2 | 1 | Feb 18, 2026 |
|---|
| Reference-based Video Effect Transfer | 2 | 1 | Feb 20, 2026 |
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| Replacement | 2 | 2 | Jun 16, 2026 |
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| Multi-Image Visual Reasoning | 2 | 8 | Jun 30, 2026 |
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| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 |
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| High-level instruction execution | 2 | 1 | Mar 24, 2026 |
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| Hair Combing Dynamics Prediction | 2 | 1 | Mar 24, 2026 |
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| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 |
|---|