Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 3 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| Causal Discovery | tabular time series | 462 | 105 | Jul 7, 2026 |
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| Sequential Recommendation | tabular time series | 451 | 191 | Jul 7, 2026 |
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| Video Question Answering | multimodalcomputer vision | 438 | 429 | Jul 9, 2026 |
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| Sentiment Analysis | nlp | 426 | 329 | Jul 8, 2026 |
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| Safety Evaluation | adversarial safety security | 422 | 214 | Jul 7, 2026 |
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| Hallucination Detection | llm chat instructionnlp | 420 | 178 | Jul 9, 2026 |
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| Trajectory Prediction | robotics embodied aitabular time series | 409 | 223 | Jul 7, 2026 |
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| Continual Learning | miscellaneous | 405 | 173 | Jul 7, 2026 |
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| Commonsense Reasoning | nlp | 404 | 788 | Jul 9, 2026 |
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| Membership Inference Attack | adversarial safety security | 398 | 123 | Jul 7, 2026 |
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| Image Reconstruction | computer vision | 385 | 270 | Jul 7, 2026 |
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| Class-incremental learning | computer visiontabular time series | 381 | 149 | Jul 8, 2026 |
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| Image Retrieval | retrieval search ragcomputer vision | 380 | 253 | Jul 8, 2026 |
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| Image Captioning | multimodalcomputer vision+1 | 373 | 353 | Jul 9, 2026 |
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| Natural Language Inference | nlp | 372 | 402 | Jul 3, 2026 |
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| Multiple-choice Question Answering | nlp | 367 | 282 | Jul 9, 2026 |
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| Person Re-Identification | computer vision | 364 | 289 | Jun 23, 2026 |
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| Tabular Classification | tabular time series | 356 | 72 | Jul 9, 2026 |
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| Multi-Agent Reinforcement Learning | robotics embodied ai | 348 | 68 | Jul 7, 2026 |
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| Deepfake Detection | computer visionadversarial safety security | 347 | 123 | Jun 30, 2026 |
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| Jailbreak Attack | adversarial safety security | 339 | 182 | Jul 7, 2026 |
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| Multi-Label Classification | computer visionnlp+2 | 339 | 151 | Jul 2, 2026 |
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| Medical Image Classification | bio medicalcomputer vision | 335 | 150 | Jul 7, 2026 |
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| Adversarial Attack | adversarial safety securitycomputer vision | 330 | 137 | Jul 9, 2026 |
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| Symbolic Regression | miscellaneous | 327 | 52 | Jul 7, 2026 |
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