Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 2026 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| GPU kernel engineering | miscellaneous | 1 | 5 | Jun 12, 2026 |
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| High-level Multimodal Reasoning | multimodalnlp | 1 | 1 | Mar 11, 2026 |
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| Review Feedback Generation | llm chat instructionnlp | 1 | 1 | Mar 11, 2026 |
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| Biology | bio medical | 1 | 2 | Apr 23, 2026 |
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| Scientific rebuttal generation | nlp | 1 | 1 | Mar 11, 2026 |
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| Dense GUI Parsing | computer visionnlp | 1 | 1 | Feb 22, 2026 |
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| Obstacle Segmentation | computer vision | 1 | 1 | Feb 27, 2026 |
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| Scientific Figure Generation | image generation editing | 1 | 1 | Feb 18, 2026 |
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| Logo Generation | image generation editing | 1 | 1 | Mar 11, 2026 |
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| Binary classification (ASD vs. HC) | bio medicaltabular time series | 1 | 3 | Mar 23, 2026 |
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| Turn-level dialogue quality evaluation (Understandable) | llm chat instructionnlp | 1 | 1 | Feb 18, 2026 |
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| Agentic Orchestration | agents tool use | 1 | 1 | Feb 18, 2026 |
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| UAV position tracking | computer visionrobotics embodied ai | 1 | 1 | Mar 11, 2026 |
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| Opaque Serial Depth Calculation | 3d vision geometry | 1 | 1 | Mar 11, 2026 |
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| Multi-step reasoning and tool use | agents tool usellm chat instruction | 1 | 1 | Feb 18, 2026 |
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| Sound object description | speech audio | 1 | 1 | Mar 11, 2026 |
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| Region-Aware Sound-Source Understanding | speech audiocomputer vision | 1 | 1 | Mar 11, 2026 |
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| Unsupervised Object Retrieval | computer vision | 1 | 1 | Feb 18, 2026 |
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| Task-Oriented Multi-Agent Communication | agents tool usenlp | 1 | 1 | Feb 18, 2026 |
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| Emotional Speech Captioning | speech audionlp | 1 | 1 | Mar 11, 2026 |
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| Agent action generation | agents tool use | 1 | 1 | Feb 18, 2026 |
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| BD diagnosis | bio medicaltabular time series | 1 | 1 | Mar 11, 2026 |
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| Turn-level dialogue quality evaluation (Maintains Context) | llm chat instructionnlp | 1 | 1 | Feb 18, 2026 |
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| ASD diagnosis | bio medicaltabular time series | 1 | 1 | Mar 11, 2026 |
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| Microbubble localisation | computer visionbio medical | 1 | 1 | Mar 11, 2026 |
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