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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 |
|---|---|---|---|---|
| Region Classification | 7 | 4 | Jun 30, 2026 | |
| Drug-Target Affinity Prediction | 7 | 3 | Feb 18, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Style Customization | 7 | 2 | Jul 8, 2026 | |
| PII Extraction | 7 | 4 | Jun 4, 2026 | |
| Audio Coding | 7 | 4 | Jun 11, 2026 | |
| Dose-response estimation | 7 | 2 | May 12, 2026 | |
| Base-to-new class generalization | 7 | 2 | Jun 18, 2026 | |
| View Reconstruction | 7 | 5 | Jun 30, 2026 | |
| Attribution Localization |
| 7 |
| 4 |
| May 8, 2026 |
| Embedding Inversion | 7 | 3 | Mar 23, 2026 |
|---|
| Protein-Protein Interaction prediction | 7 | 8 | Jul 9, 2026 |
|---|
| Animal Re-identification | 7 | 2 | Feb 20, 2026 |
|---|
| Bayesian Neural Network Regression | 7 | 4 | Jun 25, 2026 |
|---|
| Nuclear Segmentation | 7 | 3 | May 12, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Compressed sensing | 7 | 6 | Jun 23, 2026 |
|---|
| Web Interaction | 7 | 5 | Jun 24, 2026 |
|---|
| Forward reaction prediction | 7 | 9 | Jun 11, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Nudity Detection | 7 | 6 | May 19, 2026 |
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| Impression Generation | 7 | 3 | Feb 18, 2026 |
|---|
| Findings Generation | 7 | 8 | Apr 2, 2026 |
|---|
| Story completion | 7 | 18 | May 28, 2026 |
|---|
| Audio Spoofing Detection | 7 | 5 | Jul 1, 2026 |
|---|