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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 |
|---|---|---|---|---|
| Mathematical Reasoning (Calculator) | 3 | 1 | Feb 19, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Action Triplet Recognition | 3 | 5 | Feb 22, 2026 | |
| Mathematical Reasoning (Coding Tools) | 3 | 1 | Feb 19, 2026 | |
| Retrieval-augmented Reasoning | 3 | 1 | Feb 19, 2026 | |
| Large-scale Scene Reconstruction | 3 | 1 | Apr 13, 2026 | |
| Multi-modal Preference Evaluation | 3 | 1 | Feb 19, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| 3 |
| 1 |
| Feb 19, 2026 |
| Large-Scale Scene Modeling | 3 | 1 | Feb 19, 2026 |
|---|
| GUI Tasks | 3 | 2 | May 21, 2026 |
|---|
| Pulmonary Tree Repair | 3 | 1 | Feb 19, 2026 |
|---|
| Local Image Retrieval (Text-to-Image) | 3 | 1 | Feb 19, 2026 |
|---|
| Pulmonary Tree Labeling | 3 | 1 | Feb 19, 2026 |
|---|
| Formal Language Generation | 3 | 1 | Feb 19, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Identity Recovery Success | 3 | 1 | Feb 19, 2026 |
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| Molecular Conformation Generation | 3 | 4 | Jun 5, 2026 |
|---|
| Navigation Reasoning | 3 | 2 | Feb 19, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Video Generation Assessment | 3 | 2 | May 28, 2026 |
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| Facial Recognition | 3 | 2 | Jul 7, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Cross-modal Vision-Language Retrieval | 3 | 1 | Feb 19, 2026 |
|---|