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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 |
|---|---|---|---|---|
| Private text generation | 2 | 1 | Feb 18, 2026 | |
| Collaborative Perception (CP) | 2 | 1 | Mar 24, 2026 | |
| Multi-shot Video Consistency | 2 | 1 | Feb 20, 2026 | |
| Knowledge Base Question Generation | 2 | 2 | Feb 18, 2026 | |
| Image Binarization | 2 | 1 | Feb 20, 2026 | |
| Text-to-point-cloud-submap retrieval | 2 | 2 | Apr 3, 2026 | |
| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 | |
| High-level instruction execution | 2 | 1 | Mar 24, 2026 | |
| Hair Combing Dynamics Prediction |
| 2 |
| 1 |
| Mar 24, 2026 |
| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 |
|---|
| Surgical tool presence detection | 2 | 1 | Mar 24, 2026 |
|---|
| Optimal policy search | 2 | 1 | Mar 24, 2026 |
|---|
| Explicit Content Unlearning | 2 | 2 | May 18, 2026 |
|---|
| Alignment Reward Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| Security-aware code generation | 2 | 2 | May 19, 2026 |
|---|
| Reasoning-informed Image Editing | 2 | 6 | Jul 3, 2026 |
|---|
| Cross-lingual Entity Alignment | 2 | 1 | Mar 24, 2026 |
|---|
| Stereo Image Conversion | 2 | 2 | Jun 2, 2026 |
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| Reward Scoring | 2 | 2 | Apr 6, 2026 |
|---|
| Stereo Video Conversion | 2 | 2 | Jun 2, 2026 |
|---|
| 3D Pose Evaluation | 2 | 3 | Feb 18, 2026 |
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| Component-level attribution | 2 | 1 | Mar 23, 2026 |
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| test allocation | 2 | 1 | Mar 23, 2026 |
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| Matrix Game | 2 | 1 | Mar 23, 2026 |
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| Volumetric Data Reconstruction | 2 | 2 | Apr 21, 2026 |
|---|