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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 expression generation | 17 | 8 | Mar 10, 2026 | |
| Gaze Following | 17 | 7 | Jul 7, 2026 | |
| Geometric Reconstruction | 17 | 11 | Jul 7, 2026 | |
| Gland Segmentation | 17 | 15 | Jun 5, 2026 | |
| Truthfulness Evaluation | 17 | 32 | Jun 11, 2026 | |
| Image Modeling | 17 | 14 | Jul 3, 2026 | |
| Sparse-view 3D reconstruction | 17 | 7 | May 19, 2026 | |
| Multi-task Robotic Manipulation | 17 | 13 | Jul 7, 2026 | |
| Monocular Camera Calibration |
| 17 |
| 1 |
| Feb 18, 2026 |
| Lung Segmentation | 17 | 17 | Jun 4, 2026 |
|---|
| Medical Anomaly Detection | 17 | 5 | Jul 7, 2026 |
|---|
| Coverage Path Planning | 17 | 5 | May 14, 2026 |
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| Visual Text Rendering | 17 | 11 | May 13, 2026 |
|---|
| Math problem solving | 17 | 18 | Jun 26, 2026 |
|---|
| Medical Image Reconstruction | 17 | 3 | May 6, 2026 |
|---|
| State register identification | 17 | 1 | Feb 19, 2026 |
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| Aerial Vision-and-Language Navigation | 17 | 6 | Apr 21, 2026 |
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| Loop Closure Detection | 17 | 3 | Apr 23, 2026 |
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| 3D Anomaly Detection | 17 | 19 | Jun 30, 2026 |
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| Knowledge Probing | 17 | 11 | Jun 5, 2026 |
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| Gradient Inversion Attack | 17 | 6 | Jul 7, 2026 |
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| Interaction Recognition | 17 | 9 | May 8, 2026 |
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| Atari Game Playing | 17 | 14 | Jun 16, 2026 |
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| Image Steganography | 17 | 6 | May 6, 2026 |
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| Point Cloud Semantic Segmentation | 17 | 10 | Jun 26, 2026 |
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