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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 |
|---|---|---|---|---|
| Referring Object Detection | 14 | 1 | Mar 26, 2026 | |
| Photovoltaic power forecasting | 14 | 2 | Apr 16, 2026 | |
| Interactive Agent Task | 14 | 6 | Jul 7, 2026 | |
| Multimodal Reward Modeling | 14 | 10 | May 12, 2026 | |
| Image-to-3D | 14 | 13 | Jul 7, 2026 | |
| Domain Reasoning | 14 | 3 | Jul 7, 2026 | |
| Face Super-Resolution | 14 | 13 | Jul 8, 2026 | |
| Robust Image Classification | 14 | 15 | Jun 26, 2026 | |
| Open Set Domain Adaptation | 14 | 13 |
| May 8, 2026 |
| Video Panoptic Segmentation | 14 | 19 | Jun 4, 2026 |
|---|
| Object Placement | 14 | 8 | Jun 19, 2026 |
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| Discrete Density Estimation | 14 | 1 | Feb 18, 2026 |
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| Image Deepfake Detection | 14 | 9 | May 15, 2026 |
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| 3D Shape Classification | 14 | 34 | May 19, 2026 |
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| Quadrupedal Locomotion | 14 | 5 | Jun 29, 2026 |
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| Watermarking Robustness | 14 | 6 | Jul 7, 2026 |
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| Long-context Memory Evaluation | 14 | 18 | Jul 2, 2026 |
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| Medical image translation | 14 | 6 | Jul 9, 2026 |
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| Pre-training Data Detection | 14 | 4 | May 22, 2026 |
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| Lip synchronization | 14 | 10 | Jun 30, 2026 |
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| Zero-shot recognition | 14 | 6 | Feb 27, 2026 |
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| Concept Prediction | 14 | 9 | Jun 16, 2026 |
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| Short-term Time Series Forecasting | 14 | 14 | Jun 1, 2026 |
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| Line Segment Detection | 14 | 11 | Jul 9, 2026 |
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| Last-letter concatenation | 14 | 2 | Feb 27, 2026 |
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