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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 |
|---|---|---|---|---|
| Pre-training Data Detection | 14 | 4 | May 22, 2026 | |
| Referring Object Detection | 14 | 1 | Mar 26, 2026 | |
| Photovoltaic power forecasting | 14 | 2 | Apr 16, 2026 | |
| PDE Forecasting | 14 | 4 | Jul 7, 2026 | |
| Bin Packing | 14 | 5 | Jun 11, 2026 | |
| Meme Classification | 14 | 16 | Jun 16, 2026 | |
| Continual Instruction Tuning | 14 | 9 | Jul 3, 2026 | |
| Head Avatar Reconstruction | 14 | 7 | Mar 6, 2026 | |
| Point Cloud Filtering | 14 | 2 | May 27, 2026 | |
| Code Repair |
|---|
| 14 |
| 9 |
| Jun 11, 2026 |
| Domain Reasoning | 14 | 3 | Jul 7, 2026 |
|---|
| Untargeted Attack | 14 | 5 | May 28, 2026 |
|---|
| Multimodal Reward Modeling | 14 | 10 | May 12, 2026 |
|---|
| Long-context Memory Evaluation | 14 | 18 | Jul 2, 2026 |
|---|
| Artery-vein segmentation | 13 | 4 | Feb 22, 2026 |
|---|
| Story Continuation | 13 | 3 | Feb 18, 2026 |
|---|
| Text-to-image person retrieval | 13 | 10 | Jun 30, 2026 |
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| Cancer Detection | 13 | 4 | Apr 29, 2026 |
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| Dynamic 3D Reconstruction | 13 | 5 | Apr 6, 2026 |
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| Diagnosis prediction | 13 | 8 | Jun 9, 2026 |
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| Approximate Subgraph Matching | 13 | 1 | Mar 20, 2026 |
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| Dynamics State Estimation | 13 | 1 | Mar 19, 2026 |
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| Bayesian Logistic Regression | 13 | 6 | Jun 25, 2026 |
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| Kernel Density Estimation | 13 | 2 | Jun 4, 2026 |
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| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
|---|