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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 |
|---|---|---|---|---|
| MLLM Unlearning | 11 | 2 | Jun 2, 2026 | |
| Jailbreak Defense Evaluation | 11 | 2 | Apr 7, 2026 | |
| Transcription | 11 | 5 | Jul 2, 2026 | |
| Pointing | 11 | 7 | Jun 12, 2026 | |
| Recognizing Textual Entailment | 11 | 16 | Jun 30, 2026 | |
| Predicate Detection | 11 | 8 | May 14, 2026 | |
| Hardware Security Assertion and Flaw Detection | 11 | 1 | Apr 3, 2026 | |
| 3D CBCT reconstruction | 11 | 1 | Apr 2, 2026 | |
| Shortest Path | 11 | 9 |
| Jun 19, 2026 |
| Text-to-3D | 11 | 10 | May 29, 2026 |
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| Alzheimer's disease diagnosis | 11 | 15 | Jul 9, 2026 |
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| Bandwidth extension | 11 | 6 | Jun 29, 2026 |
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| Empirical Coverage Estimation | 11 | 2 | May 13, 2026 |
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| AI-Generated Content Detection | 11 | 5 | Jun 17, 2026 |
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| Meta-Regression | 11 | 2 | Feb 18, 2026 |
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| Point cloud estimation | 11 | 4 | Jul 7, 2026 |
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| General Multimodal Understanding | 11 | 12 | Jun 30, 2026 |
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| Transmission Layer Separation | 11 | 2 | Jun 4, 2026 |
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| Multiparty Multiobjective Optimization | 11 | 1 | Mar 31, 2026 |
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| Partially observable navigation | 11 | 1 | Feb 18, 2026 |
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| Chinese-to-English speech translation | 11 | 1 | Feb 21, 2026 |
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| Document Summarization | 11 | 16 | Apr 15, 2026 |
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| Strategic game playing | 11 | 5 | Jun 30, 2026 |
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| GNN Calibration | 11 | 1 | Feb 18, 2026 |
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| Open-vocabulary video instance segmentation | 11 | 1 | Mar 31, 2026 |
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