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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 |
|---|---|---|---|---|
| Deformable object simulation | 4 | 1 | Feb 21, 2026 | |
| Variable Tracking | 4 | 2 | Mar 12, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| Multi-modal Representation Learning | 4 | 2 | Feb 20, 2026 | |
| Solving Time-dependent Sine-Gordon equation | 4 | 1 | Feb 18, 2026 | |
| Time-dependent Allen-Cahn equation solving | 4 | 1 | Feb 18, 2026 | |
| Retrieval Following | 4 | 1 | Feb 18, 2026 | |
| Face Generation | 4 | 4 |
| May 15, 2026 |
| Dense SLAM | 4 | 5 | Jun 30, 2026 |
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| HD map construction | 4 | 4 | Jul 1, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
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| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
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| Head Synthesis | 4 | 1 | Feb 18, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| Visual Classification | 4 | 7 | Jun 30, 2026 |
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| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| IFR Event Detection | 4 | 1 | Feb 21, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Monotone Classification | 4 | 2 | Mar 4, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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