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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 |
|---|---|---|---|---|
| Model Ranking Prediction | 13 | 2 | May 19, 2026 | |
| Probabilistic Inference | 13 | 1 | Feb 18, 2026 | |
| Agent Task Performance | 13 | 6 | Jul 8, 2026 | |
| 5-way 1-shot Classification | 13 | 20 | Jun 24, 2026 | |
| Lossy Compression | 13 | 3 | Mar 20, 2026 | |
| Visual Recognition | 13 | 5 | Jun 30, 2026 | |
| Image-to-Audio Retrieval | 13 | 7 | May 19, 2026 | |
| Driver Action Recognition | 13 | 4 | Apr 8, 2026 | |
| Sign Language Production | 13 | 8 | Jun 23, 2026 | |
| 13 |
| 6 |
| Jun 29, 2026 |
| One-step-ahead forecasting | 13 | 5 | Jun 9, 2026 |
|---|
| Finger Spin | 13 | 8 | May 18, 2026 |
|---|
| Sequential Image Classification | 13 | 27 | May 14, 2026 |
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| Representation Learning | 13 | 7 | Jul 9, 2026 |
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| Dynamic node classification | 13 | 7 | Jun 4, 2026 |
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| Generative Code Completion | 13 | 1 | Mar 13, 2026 |
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| Zero-shot Question Answering | 13 | 12 | Jun 15, 2026 |
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| LF Mislabeling Identification | 13 | 2 | Feb 18, 2026 |
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| Graph matching | 13 | 10 | Jun 2, 2026 |
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| Subject-driven Text-to-Image Generation | 13 | 12 | Jun 4, 2026 |
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| Parameter Calibration | 13 | 1 | Feb 21, 2026 |
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| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
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| Road Segmentation | 13 | 16 | Jun 1, 2026 |
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| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
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| End model evaluation | 13 | 1 | Feb 18, 2026 |
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