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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 |
|---|---|---|---|---|
| Topic Coherence | 11 | 3 | Jun 30, 2026 | |
| Relocalization | 11 | 5 | Jun 23, 2026 | |
| Unsupervised Reinforcement Learning | 11 | 3 | Feb 20, 2026 | |
| General Multimodal Understanding | 11 | 12 | Jun 30, 2026 | |
| PvN classification | 11 | 1 | Feb 18, 2026 | |
| Jailbreak Defense Evaluation | 11 | 2 | Apr 7, 2026 | |
| Near-OOD Detection | 11 | 4 | May 13, 2026 | |
| Partially observable navigation | 11 | 1 | Feb 18, 2026 | |
| Human Video Generation |
| 11 |
| 4 |
| Apr 23, 2026 |
| Bandwidth extension | 11 | 6 | Jun 29, 2026 |
|---|
| Transmission Layer Separation | 11 | 2 | Jun 4, 2026 |
|---|
| Jigsaw puzzle solving | 11 | 5 | May 25, 2026 |
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| Table-based Fact Verification | 11 | 10 | Jun 11, 2026 |
|---|
| Open-loop trajectory prediction | 11 | 11 | Jul 7, 2026 |
|---|
| Operator Learning for PDEs | 11 | 1 | Feb 18, 2026 |
|---|
| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 |
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| Tool Planning | 11 | 3 | May 13, 2026 |
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| Veracity Prediction | 11 | 8 | Jun 9, 2026 |
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| Formal proof size measurement | 11 | 1 | Apr 10, 2026 |
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| Image Quality Assessment Correlation | 11 | 2 | May 12, 2026 |
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| Black-Box Bilevel Optimization | 11 | 1 | Apr 6, 2026 |
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| Hardware Security Assertion and Flaw Detection | 11 | 1 | Apr 3, 2026 |
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| 3D CBCT reconstruction | 11 | 1 | Apr 2, 2026 |
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| Error Correction | 11 | 8 | Jun 25, 2026 |
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| Kinship Verification | 11 | 4 | Jun 2, 2026 |
|---|