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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 |
|---|---|---|---|---|
| Authorship Verification | 14 | 5 | Jun 11, 2026 | |
| Last-letter concatenation | 14 | 2 | Feb 27, 2026 | |
| Multimodal Reward Modeling | 14 | 10 | May 12, 2026 | |
| Weight Estimation | 14 | 2 | Feb 20, 2026 | |
| Promptable Segmentation | 14 | 3 | May 20, 2026 | |
| Pre-training Data Detection | 14 | 4 | May 22, 2026 | |
| Interactive Agent Task | 14 | 6 | Jul 7, 2026 | |
| PDE Forecasting | 14 | 4 | Jul 7, 2026 | |
| Referring Object Detection | 14 | 1 | Mar 26, 2026 | |
| Bin Packing |
|---|
| 14 |
| 5 |
| Jun 11, 2026 |
| Video segmentation | 14 | 13 | Jul 1, 2026 |
|---|
| Relative Camera Pose Estimation | 14 | 6 | Apr 7, 2026 |
|---|
| Photovoltaic power forecasting | 14 | 2 | Apr 16, 2026 |
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| Untargeted Attack | 14 | 5 | May 28, 2026 |
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| Domain Reasoning | 14 | 3 | Jul 7, 2026 |
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| Action phase classification | 14 | 5 | Feb 18, 2026 |
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| Algorithm Selection | 14 | 4 | Jun 26, 2026 |
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| Long-context Memory Evaluation | 14 | 18 | Jul 2, 2026 |
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| Conditional Density Estimation | 14 | 4 | Mar 27, 2026 |
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| Trajectory Interpolation | 14 | 5 | Jun 1, 2026 |
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| Discrete Density Estimation | 14 | 1 | Feb 18, 2026 |
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| Continual Instruction Tuning | 14 | 9 | Jul 3, 2026 |
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| Embodied Manipulation | 14 | 4 | Jun 26, 2026 |
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| Image Deepfake Detection | 14 | 9 | May 15, 2026 |
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| Point Cloud Filtering | 14 | 2 | May 27, 2026 |
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