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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 |
|---|---|---|---|---|
| Open Set Domain Adaptation | 14 | 13 | May 8, 2026 | |
| Concept Prediction | 14 | 9 | Jun 16, 2026 | |
| Medical image translation | 14 | 6 | Jul 9, 2026 | |
| PDE Forecasting | 14 | 4 | Jul 7, 2026 | |
| 3D Hand Mesh Reconstruction | 14 | 3 | Mar 27, 2026 | |
| Photovoltaic power forecasting | 14 | 2 | Apr 16, 2026 | |
| Audio anti-spoofing | 14 | 6 | Jul 7, 2026 | |
| Referring Object Detection | 14 | 1 | Mar 26, 2026 | |
| Interactive Agent Task |
| 14 |
| 6 |
| Jul 7, 2026 |
| Group activity recognition | 14 | 13 | Apr 7, 2026 |
|---|
| Robotic Task Planning | 14 | 6 | Jun 30, 2026 |
|---|
| Fall Detection | 14 | 6 | Jul 7, 2026 |
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| Trustworthiness evaluation | 14 | 8 | May 26, 2026 |
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| Chat | 14 | 20 | Jul 9, 2026 |
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| Multimodal Reward Modeling | 14 | 10 | May 12, 2026 |
|---|
| Line Segment Detection | 14 | 11 | Jul 9, 2026 |
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| Vision-Language Evaluation | 14 | 20 | Jun 25, 2026 |
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| Peg Insertion | 14 | 9 | Jun 30, 2026 |
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| Short-term Time Series Forecasting | 14 | 14 | Jun 1, 2026 |
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| Unknown Intent Detection | 14 | 4 | Feb 18, 2026 |
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| Single Image Dehazing | 14 | 5 | Jun 16, 2026 |
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| Image Deepfake Detection | 14 | 9 | May 15, 2026 |
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| Discrete Density Estimation | 14 | 1 | Feb 18, 2026 |
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| Human Action Recognition | 14 | 17 | Jun 23, 2026 |
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| HSI Reconstruction | 14 | 6 | Jul 1, 2026 |
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