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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 |
|---|---|---|---|---|
| Low-dose CT Denoising | 26 | 14 | Jul 3, 2026 | |
| Code Summarization | 26 | 16 | Jun 11, 2026 | |
| Molecular Property Classification | 26 | 21 | Jun 23, 2026 | |
| Instruction-guided image editing | 25 | 16 | Jun 11, 2026 | |
| Harmfulness Evaluation | 25 | 11 | Jun 16, 2026 | |
| Sentence Retrieval | 25 | 13 | Apr 21, 2026 | |
| Temporal Video Grounding | 25 | 38 | Jul 7, 2026 | |
| Embodied Navigation | 25 | 16 | Jul 2, 2026 | |
| Neural Network Verification | 25 |
| 5 |
| May 13, 2026 |
| Posterior Sampling | 25 | 9 | Jun 12, 2026 |
|---|
| Clinical trial outcome prediction | 25 | 7 | Jun 24, 2026 |
|---|
| Retrieval-Augmented Question Answering | 25 | 10 | Jun 16, 2026 |
|---|
| Graph Explanation | 25 | 10 | Jun 4, 2026 |
|---|
| Medical Image Generation | 25 | 7 | Jun 1, 2026 |
|---|
| Embodied Task Planning | 25 | 13 | Jul 1, 2026 |
|---|
| Boundary Detection | 25 | 26 | Jun 16, 2026 |
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| Constrained Clustering | 25 | 2 | Mar 31, 2026 |
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| Long-form generation | 25 | 13 | Jun 9, 2026 |
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| Spam Detection | 25 | 12 | Jun 25, 2026 |
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| open drawer | 25 | 28 | Jul 3, 2026 |
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| Robot Control | 25 | 14 | Jul 8, 2026 |
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| Future state prediction | 25 | 10 | May 22, 2026 |
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| Expected Calibration Error | 25 | 3 | Jun 11, 2026 |
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| Event Argument Extraction | 25 | 18 | Jun 26, 2026 |
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| Sample Generation | 25 | 5 | May 4, 2026 |
|---|