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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 |
|---|---|---|---|---|
| Image Representation | 9 | 6 | Jun 5, 2026 | |
| Subjective Evaluation | 9 | 4 | Apr 10, 2026 | |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 | |
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 | |
| Joint audio-video generation | 9 | 8 | May 13, 2026 | |
| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 | |
| Tumor classification | 9 | 6 | Jun 29, 2026 | |
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 | |
| Learning Directed Acyclic Graphs | 9 | 1 | Feb 18, 2026 |
| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Human move prediction | 9 | 2 | May 20, 2026 |
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| Gaze target estimation | 9 | 6 | Jul 7, 2026 |
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| Single Object Detection | 9 | 6 | Apr 7, 2026 |
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| Dynamics Model Prediction | 9 | 1 | Feb 18, 2026 |
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| Text-to-3D Scene Generation | 9 | 6 | Jun 9, 2026 |
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| Category-level 6D Object Pose Estimation | 9 | 9 | Jun 23, 2026 |
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| 6D camera-to-robot pose estimation | 9 | 2 | Feb 18, 2026 |
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| Social Simulation | 9 | 4 | May 28, 2026 |
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| Multi-turn Instruction Following | 9 | 15 | Jun 19, 2026 |
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| ICU Admission prediction | 9 | 2 | Mar 18, 2026 |
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| Whole Tumor Segmentation | 9 | 9 | Jun 9, 2026 |
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| Temporal Point Process tasks | 9 | 1 | Jul 9, 2026 |
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| Pixel-wise classification | 9 | 1 | Apr 10, 2026 |
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| Code Correctness Evaluation | 9 | 2 | May 28, 2026 |
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| Video-Text Retrieval | 9 | 13 | Jun 9, 2026 |
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