Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 1714 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Text-to-Image Debiasing | image generation editingadversarial safety security | 1 | 2 | Feb 22, 2026 |
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| First-Last XOR | llm chat instruction | 1 | 1 | May 11, 2026 |
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| Cross-modal Retrieval (ta → vi → te) | multimodalretrieval search rag | 1 | 1 | Feb 20, 2026 |
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| Traffic trajectory estimation | computer visionrobotics embodied ai+1 | 1 | 1 | May 11, 2026 |
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| Image-level WBC classification | computer visionbio medical | 1 | 1 | Feb 18, 2026 |
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| CMR Report Extraction | bio medicalnlp | 1 | 1 | May 11, 2026 |
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| Emergent modality binding (de → te → vi) | multimodalnlp | 1 | 1 | Feb 20, 2026 |
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| Sentiment Scoring | nlp | 1 | 1 | Feb 18, 2026 |
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| Expert Routing Consistency Analysis | llm chat instruction | 1 | 1 | Mar 4, 2026 |
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| Language-Guided Sequential Affordance Reasoning | robotics embodied ainlp | 1 | 1 | Feb 18, 2026 |
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| In-ICU Mortality | bio medicaltabular time series | 1 | 1 | Mar 4, 2026 |
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| Palindrome sequence reversal | nlp | 1 | 1 | May 12, 2026 |
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| Verified Robustness | computer vision | 1 | 1 | Feb 18, 2026 |
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| LOS >= 7 | bio medicaltabular time series | 1 | 1 | Mar 4, 2026 |
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| Mechanical Ventilation | bio medicaltabular time series | 1 | 1 | Mar 4, 2026 |
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| DNA generation | bio medical | 1 | 1 | Mar 4, 2026 |
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| Protein secondary structure matching | bio medical | 1 | 1 | Mar 4, 2026 |
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| DNA enhancer generation | bio medical | 1 | 1 | Mar 4, 2026 |
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| Semantic map generation | nlp | 1 | 1 | Mar 4, 2026 |
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| Code-switching Ratio Calculation | nlp | 1 | 1 | Mar 4, 2026 |
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| 16-shot Image Classification | computer vision | 1 | 1 | Mar 4, 2026 |
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| Sentence embedding computation speed | nlp | 1 | 1 | Feb 18, 2026 |
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| Multiple-Answer Question Answering | nlpllm chat instruction | 1 | 2 | Jun 2, 2026 |
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| Multimodal Perception Assessment | multimodalcomputer vision+1 | 1 | 6 | May 27, 2026 |
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| Base-to-novel Image Classification | computer vision | 1 | 3 | May 18, 2026 |
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