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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 |
|---|---|---|---|---|
| Key Pair Generation | 7 | 2 | Jul 7, 2026 | |
| Conditional Probability Inference | 7 | 1 | Feb 21, 2026 | |
| Agentic Task Execution | 7 | 2 | Jun 11, 2026 | |
| Response Similarity | 7 | 2 | May 13, 2026 | |
| Auditory Attention Decoding | 7 | 2 | Mar 30, 2026 | |
| Base-to-new class generalization | 7 | 2 | Jun 18, 2026 | |
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 | |
| Image Crop & Resize Detection and Restoration | 7 | 1 | Feb 18, 2026 | |
| Embedding Inversion | 7 |
| 3 |
| Mar 23, 2026 |
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 |
|---|
| COVID-19 Detection | 7 | 5 | May 13, 2026 |
|---|
| Music Understanding | 7 | 7 | May 12, 2026 |
|---|
| Identity Verification | 7 | 3 | Mar 5, 2026 |
|---|
| Nudity Detection | 7 | 6 | May 19, 2026 |
|---|
| Robotic Trajectory Tracking | 7 | 2 | Jun 18, 2026 |
|---|
| Node Classification Explanation | 7 | 3 | Jun 23, 2026 |
|---|
| Logical Expression Evaluation | 7 | 1 | Feb 18, 2026 |
|---|
| Style Customization | 7 | 2 | Jul 8, 2026 |
|---|
| Raman Reconstruction | 7 | 1 | Mar 26, 2026 |
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| Absolute Translation Error Estimation | 7 | 1 | Feb 21, 2026 |
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| Compressed sensing | 7 | 6 | Jun 23, 2026 |
|---|
| Robot Assembly | 7 | 1 | Feb 21, 2026 |
|---|
| Video Frame Rank-Correlation | 7 | 1 | Feb 21, 2026 |
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| Liver fibrosis staging | 7 | 3 | Feb 19, 2026 |
|---|