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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 |
|---|---|---|---|---|
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Conditional-independence (belief sufficiency) testing | 4 | 1 | Feb 18, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 | |
| Web Navigation Question Answering | 4 | 9 | Jun 11, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Multi-subject Video Generation | 4 | 3 | Jul 7, 2026 | |
| Logic Explanation Consistency | 4 | 1 |
| Feb 18, 2026 |
| General AI Assistant Task | 4 | 14 | Jun 30, 2026 |
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| Off-Policy Learning | 4 | 2 | Apr 28, 2026 |
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| Aspect Extraction and Sentiment Classification (AESC) | 4 | 3 | Feb 18, 2026 |
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| Bona Fide-Morph Separability | 4 | 1 | Mar 31, 2026 |
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| Aspect-Opinion Pair Extraction (Pair) | 4 | 2 | Feb 18, 2026 |
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| Hyper-relational Inductive Link Prediction | 4 | 1 | Feb 18, 2026 |
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| LTL-guided Reinforcement Learning | 4 | 1 | Feb 27, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 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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| 3D Place Recognition | 4 | 3 | Jun 18, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Audio-Visual Video Parsing | 4 | 9 | May 13, 2026 |
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| Single-to-multi label classification | 4 | 1 | Feb 18, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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