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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 |
|---|---|---|---|---|
| Dialog act prediction | 4 | 11 | Feb 22, 2026 | |
| Narrative Generation | 4 | 4 | May 12, 2026 | |
| Monotone Choice Probabilities | 4 | 1 | Feb 18, 2026 | |
| Web Navigation Question Answering | 4 | 9 | Jun 11, 2026 | |
| Contextual Image Generation | 4 | 2 | May 22, 2026 | |
| Visual Question Answering (Multiple-choice) | 4 | 10 | Feb 27, 2026 | |
| LTL-guided Reinforcement Learning | 4 | 1 | Feb 27, 2026 | |
| Conditional Image Retrieval | 4 | 3 | Apr 3, 2026 | |
| Answer-level hallucination detection |
| 4 |
| 2 |
| Jul 1, 2026 |
| Facial Attribute Classification | 4 | 19 | Feb 22, 2026 |
|---|
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| General AI Assistant Task | 4 | 14 | Jun 30, 2026 |
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| Winograd Schema Challenge | 4 | 4 | May 8, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| RST Discourse Parsing | 4 | 3 | Feb 18, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| RAW Reconstruction | 4 | 3 | Mar 5, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Synthesis Operation Prediction | 4 | 1 | Feb 27, 2026 |
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| General AI Assistant | 4 | 5 | Jun 5, 2026 |
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| Multi-subject Video Generation | 4 | 3 | Jul 7, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Composite Interception | 4 | 1 | Mar 31, 2026 |
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| Auction Revenue Maximization | 4 | 1 | Feb 18, 2026 |
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| Logic Explanation Consistency | 4 | 1 | Feb 18, 2026 |
|---|