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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 |
|---|---|---|---|---|
| Optic Disc/Cup Segmentation | 2 | 1 | Feb 18, 2026 | |
| Multi-speaker Dubbing | 2 | 1 | Feb 18, 2026 | |
| Single-source sound localization | 2 | 3 | Apr 10, 2026 | |
| Interactive long video generation | 2 | 2 | Jun 1, 2026 | |
| Biomedical Natural Language Processing | 2 | 3 | Feb 22, 2026 | |
| Robust Verification | 2 | 2 | Feb 18, 2026 | |
| E2E Generation Latency | 2 | 1 | Feb 18, 2026 | |
| fMRI time series forecasting | 2 | 1 | Mar 17, 2026 | |
| 3D Intention Prediction |
| 2 |
| 1 |
| Mar 17, 2026 |
| Continual Robot Manipulation | 2 | 2 | Jun 26, 2026 |
|---|
| Database Searching | 2 | 1 | Mar 17, 2026 |
|---|
| Reach-avoid navigation | 2 | 2 | Jun 23, 2026 |
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| Semantic Keypoint Matching | 2 | 2 | Feb 19, 2026 |
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| Cascading risk detection | 2 | 1 | Mar 17, 2026 |
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| Bi-directional Mendelian Randomization | 2 | 1 | Feb 18, 2026 |
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| Bi-directional MR estimation (X -> Y) | 2 | 1 | Feb 18, 2026 |
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| Bidding Environment Dynamics Forecasting | 2 | 1 | Mar 17, 2026 |
|---|
| Multi-instance 3D registration | 2 | 1 | Feb 27, 2026 |
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| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Forensic Attribution | 2 | 2 | May 25, 2026 |
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| Manufacturing Cell Formation | 2 | 1 | Mar 17, 2026 |
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| Yes/No Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Inverse coefficient identification | 2 | 1 | Feb 18, 2026 |
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| spatial-text human motion controllability | 2 | 1 | Mar 16, 2026 |
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| Human motion controllability | 2 | 1 | Mar 16, 2026 |
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