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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 |
|---|---|---|---|---|
| Limited-Angle CT Reconstruction | 19 | 6 | Jun 24, 2026 | |
| Image Purification | 19 | 3 | Apr 28, 2026 | |
| Face Image Quality Assessment | 19 | 8 | May 14, 2026 | |
| Credit Scoring | 18 | 6 | Jul 9, 2026 | |
| Inventory Management | 18 | 5 | Jun 5, 2026 | |
| Toxicity Mitigation | 18 | 11 | Apr 28, 2026 | |
| Influence Estimation | 18 | 6 | Apr 10, 2026 | |
| Label Distribution Learning | 18 | 4 | May 7, 2026 | |
| Inference Throughput | 18 | 14 | Jul 7, 2026 | |
| 18 |
| 27 |
| Jul 7, 2026 |
| Large-scale Sparse Multi-objective Optimization | 18 | 2 | Jul 7, 2026 |
|---|
| Taxonomy Expansion | 18 | 5 | May 4, 2026 |
|---|
| LLM Decoding | 18 | 8 | Jun 4, 2026 |
|---|
| Singing Voice Synthesis | 18 | 11 | Jun 23, 2026 |
|---|
| General Knowledge Reasoning | 18 | 28 | Jul 8, 2026 |
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| Citation Recommendation | 18 | 6 | Mar 19, 2026 |
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| Broken Access Control Detection | 18 | 1 | Feb 19, 2026 |
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| Resource Scheduling | 18 | 2 | May 18, 2026 |
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| Multi-modal Question Answering | 18 | 27 | Jul 8, 2026 |
|---|
| Backdoor Feature Unlearning | 18 | 1 | Feb 18, 2026 |
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| Global Weather Forecasting | 18 | 7 | Jun 26, 2026 |
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| Height Estimation | 18 | 8 | Jul 3, 2026 |
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| RF Fingerprinting | 18 | 1 | Feb 19, 2026 |
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| Prompt Injection | 18 | 13 | Jun 4, 2026 |
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| PII detection | 18 | 11 | Jun 30, 2026 |
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