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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 |
|---|---|---|---|---|
| Object-Centric Learning | 7 | 6 | Jun 16, 2026 | |
| Material Estimation | 7 | 3 | May 20, 2026 | |
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 | |
| Stereo Video Compression | 7 | 3 | Jun 30, 2026 | |
| Spectral CT Reconstruction | 7 | 1 | Feb 19, 2026 | |
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 | |
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 | |
| Timbre Transfer | 7 | 4 | Jun 16, 2026 | |
| Binary Sentiment Classification |
| 7 |
| 8 |
| May 19, 2026 |
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
|---|
| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
|---|
| Single-direction steering | 7 | 1 | Apr 6, 2026 |
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| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Fake News Classification | 7 | 3 | May 19, 2026 |
|---|
| Gender Recognition | 7 | 7 | Jun 1, 2026 |
|---|
| Cross-modality Person Re-identification | 7 | 11 | Mar 17, 2026 |
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| Blood Pressure Estimation | 7 | 2 | Apr 14, 2026 |
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| Audio Coding | 7 | 4 | Jun 11, 2026 |
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| Dense Tracking | 7 | 3 | Feb 20, 2026 |
|---|
| Large-scale Localization | 7 | 2 | Feb 27, 2026 |
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| 4D scene generation | 7 | 3 | Jun 9, 2026 |
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| EHR prediction | 7 | 2 | Apr 27, 2026 |
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| Keyword Prediction | 7 | 2 | Jun 25, 2026 |
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| Soundscape Classification | 7 | 2 | May 21, 2026 |
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