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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 |
|---|---|---|---|---|
| Reinforcement Learning Control | 15 | 3 | Jun 18, 2026 | |
| Graph Learning | 15 | 4 | Jun 4, 2026 | |
| Graph Fraud Detection | 15 | 5 | May 28, 2026 | |
| Unconditional Density Estimation | 15 | 8 | Feb 18, 2026 | |
| Computational Efficiency | 15 | 11 | Jun 1, 2026 | |
| Audio Reasoning | 15 | 18 | Jun 16, 2026 | |
| Object Hallucination Probing | 15 | 11 | Jul 7, 2026 | |
| XAI Faithfulness Evaluation | 15 | 1 | Feb 21, 2026 | |
| Activation Steering | 15 | 7 | May 21, 2026 | |
| Filtering |
| 15 |
| 4 |
| Jul 2, 2026 |
| Model Fingerprinting Robustness | 15 | 2 | Apr 8, 2026 |
|---|
| Competition Mathematics | 15 | 6 | Jun 9, 2026 |
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| Moment Retrieval | 15 | 35 | Jun 9, 2026 |
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| 3D Scene Rendering | 15 | 9 | Jul 7, 2026 |
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| Tensor Decomposition | 15 | 3 | Jun 5, 2026 |
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| Agent | 15 | 10 | Jun 24, 2026 |
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| Burst Super-Resolution | 15 | 8 | Mar 20, 2026 |
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| Autoencoding | 15 | 6 | Jun 9, 2026 |
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| Multi-Agent Cooperative Control | 15 | 1 | Feb 18, 2026 |
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| Arithmetic Addition | 15 | 4 | Jun 18, 2026 |
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| 3D Object Localization | 15 | 12 | Jun 30, 2026 |
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| Anti-spoofing | 15 | 12 | Jul 7, 2026 |
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| Optic Cup Segmentation | 15 | 11 | Jun 4, 2026 |
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| Stack bowls | 15 | 10 | Jul 8, 2026 |
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| Urban Morphology Generation | 15 | 1 | Mar 18, 2026 |
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