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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 |
|---|---|---|---|---|
| Face recovery (SD Inpainting) | 2 | 1 | Mar 26, 2026 | |
| Audio Tokenization | 2 | 1 | Feb 19, 2026 | |
| Hallucination self-detection | 2 | 3 | May 1, 2026 | |
| Braking alert prediction | 2 | 1 | Mar 26, 2026 | |
| Binary Question Answering | 2 | 2 | Jul 7, 2026 | |
| Graphical API Recommendation | 2 | 1 | Mar 30, 2026 | |
| Camera movement understanding | 2 | 2 | Jul 7, 2026 | |
| Few-Shot Classification and Segmentation | 2 | 1 | Feb 18, 2026 | |
| Text-Image Machine Translation |
| 2 |
| 1 |
| Mar 26, 2026 |
| Structural Bias Evaluation | 2 | 1 | Feb 19, 2026 |
|---|
| CVD prediction | 2 | 1 | Mar 26, 2026 |
|---|
| Long-form Video Classification | 2 | 3 | Feb 18, 2026 |
|---|
| Out-of-Domain (OOD) Bias Evaluation | 2 | 1 | Feb 19, 2026 |
|---|
| Touch Pointing Parameter Estimation | 2 | 1 | Mar 26, 2026 |
|---|
| Morph Resolution | 2 | 1 | Feb 19, 2026 |
|---|
| Variance Prediction | 2 | 1 | Mar 26, 2026 |
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| 1D reaction-diffusion | 2 | 1 | Mar 26, 2026 |
|---|
| Automatic Piano Transcription | 2 | 4 | Feb 18, 2026 |
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| Skewness Prediction | 2 | 1 | Mar 26, 2026 |
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| Estimation and Uncertainty Quantification | 2 | 1 | Mar 26, 2026 |
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| Point Mass navigation | 2 | 1 | Mar 26, 2026 |
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| Marginal intensity recovery | 2 | 1 | Mar 26, 2026 |
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| Discriminability (C2ST) | 2 | 1 | Mar 26, 2026 |
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| EHR Generation Fidelity | 2 | 1 | Mar 26, 2026 |
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| Standard Deviation Prediction | 2 | 1 | Mar 26, 2026 |
|---|