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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 |
|---|---|---|---|---|
| Web Task Completion | 9 | 3 | Jun 2, 2026 | |
| General AI Assistant Reasoning | 9 | 6 | Apr 24, 2026 | |
| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 | |
| Compiler phase ordering | 9 | 1 | Feb 18, 2026 | |
| Probabilistic Model Checking | 9 | 3 | Apr 29, 2026 | |
| Partial Shape Matching | 9 | 3 | May 14, 2026 | |
| Machine Translation (De-En) | 9 | 6 | May 21, 2026 | |
| Hamiltonian relative error estimation | 9 | 1 | Apr 7, 2026 | |
| Asymmetric Traveling Salesman Problem | 9 | 5 | May 26, 2026 |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 |
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| Image Tagging | 9 | 3 | Feb 27, 2026 |
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| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 |
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| Force-conditioned Video Generation | 9 | 2 | Jun 8, 2026 |
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| Bird's eye view object detection | 9 | 23 | Mar 31, 2026 |
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| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
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| Sketch-to-Photo Synthesis | 9 | 1 | Feb 18, 2026 |
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| Retrosynthesis prediction | 9 | 17 | Jun 16, 2026 |
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| Scene Understanding | 9 | 6 | Apr 13, 2026 |
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| Missing data estimation | 9 | 3 | Jun 4, 2026 |
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| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
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| Image Inversion | 9 | 6 | Jul 2, 2026 |
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| Graph Question Answering | 9 | 6 | Jun 5, 2026 |
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| Code Correctness Evaluation | 9 | 2 | May 28, 2026 |
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| Heart Segmentation | 9 | 3 | May 12, 2026 |
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