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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 |
|---|---|---|---|---|
| Artifact Detection | 18 | 6 | Jun 29, 2026 | |
| Height Estimation | 18 | 8 | Jul 3, 2026 | |
| Sabotage detection | 18 | 4 | Jun 11, 2026 | |
| Singing Voice Synthesis | 18 | 11 | Jun 23, 2026 | |
| Toxicity Mitigation | 18 | 11 | Apr 28, 2026 | |
| Inventory Management | 18 | 5 | Jun 5, 2026 | |
| Extrapolation | 18 | 6 | Mar 31, 2026 | |
| GUI Automation | 18 | 12 | Jul 7, 2026 | |
| Personalized Recommendation | 18 | 7 | May 27, 2026 | |
| PII detection |
| 18 |
| 11 |
| Jun 30, 2026 |
| Guided Depth Super-resolution | 18 | 3 | Apr 7, 2026 |
|---|
| Multi-modal Question Answering | 18 | 27 | Jul 8, 2026 |
|---|
| SDF Reconstruction | 18 | 8 | Jun 15, 2026 |
|---|
| Backdoor Feature Unlearning | 18 | 1 | Feb 18, 2026 |
|---|
| Explainability | 18 | 12 | Jun 15, 2026 |
|---|
| node-level task | 18 | 1 | Feb 18, 2026 |
|---|
| Credit Scoring | 18 | 6 | Jul 9, 2026 |
|---|
| Citation Recommendation | 18 | 6 | Mar 19, 2026 |
|---|
| Semi-Supervised Learning | 18 | 8 | Jul 7, 2026 |
|---|
| Word Translation | 18 | 2 | Feb 18, 2026 |
|---|
| Inference Throughput | 18 | 14 | Jul 7, 2026 |
|---|
| Abstention | 18 | 6 | Jun 16, 2026 |
|---|
| Broken Access Control Detection | 18 | 1 | Feb 19, 2026 |
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| Neural Vocoding | 18 | 10 | May 26, 2026 |
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| Steganalysis | 18 | 4 | Jun 11, 2026 |
|---|