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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 |
|---|---|---|---|---|
| GNN-based Reverse Engineering Resilience | 7 | 1 | Feb 19, 2026 | |
| Jailbreak Attack Transferability | 7 | 2 | May 28, 2026 | |
| Song Generation | 7 | 7 | Jun 30, 2026 | |
| Instruction Recovery | 7 | 1 | Feb 19, 2026 | |
| Single-direction steering | 7 | 1 | Apr 6, 2026 | |
| Hardware IP Camouflage | 7 | 1 | Feb 19, 2026 | |
| Geometric Registration | 7 | 11 | May 12, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| LLM Steering | 7 | 2 | May 29, 2026 | |
| 7 |
| 2 |
| May 21, 2026 |
| Hand Avatar Rendering | 7 | 3 | Apr 13, 2026 |
|---|
| GUI Action Prediction | 7 | 5 | May 12, 2026 |
|---|
| Cloze-style Question Answering | 7 | 4 | Feb 18, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
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| Attribution Quality Evaluation | 7 | 3 | Apr 27, 2026 |
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| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
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| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
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| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
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| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
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| Traffic Detection | 7 | 2 | Jul 9, 2026 |
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| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|