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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 |
|---|---|---|---|---|
| Activation Steering | 15 | 7 | May 21, 2026 | |
| Subgraph Alignment | 15 | 2 | Feb 18, 2026 | |
| XAI Faithfulness Evaluation | 15 | 1 | Feb 21, 2026 | |
| Class-Incremental Semantic Segmentation | 15 | 5 | Apr 6, 2026 | |
| General Language Understanding and Reasoning | 15 | 17 | Jun 5, 2026 | |
| Voice Activity Detection | 15 | 7 | Apr 23, 2026 | |
| Audio Reasoning | 15 | 18 | Jun 16, 2026 | |
| Robustness | 15 | 15 | Jul 7, 2026 | |
| Speaker Recognition | 15 | 11 | Jul 3, 2026 | |
| Sex Classification |
| 15 |
| 19 |
| Jul 9, 2026 |
| Video Forgery Detection | 15 | 10 | May 19, 2026 |
|---|
| Defocus Blur Detection | 15 | 3 | Feb 18, 2026 |
|---|
| Disease Progression Prediction | 15 | 6 | Apr 21, 2026 |
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| Filtering | 15 | 4 | Jul 2, 2026 |
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| Sequential Model Editing | 15 | 9 | May 27, 2026 |
|---|
| Model Fingerprinting Robustness | 15 | 2 | Apr 8, 2026 |
|---|
| stack blocks | 15 | 15 | Jun 24, 2026 |
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| Temporal Out-of-Distribution Detection | 15 | 1 | Mar 20, 2026 |
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| Molecular Docking | 15 | 9 | Jun 29, 2026 |
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| Surgical Instrument Segmentation | 15 | 12 | Mar 20, 2026 |
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| Stack bowls | 15 | 10 | Jul 8, 2026 |
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| Entity recognition | 15 | 16 | Jul 9, 2026 |
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| Arithmetic Addition | 15 | 4 | Jun 18, 2026 |
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| Urban Morphology Generation | 15 | 1 | Mar 18, 2026 |
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| MRI Super-resolution | 15 | 11 | Jul 8, 2026 |
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