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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 |
|---|---|---|---|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Part-level 3D Generation | 3 | 3 | Mar 24, 2026 | |
| Stock movement classification | 3 | 2 | Apr 10, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Autonomous Driving Performance Evaluation |
| 3 |
| 2 |
| Apr 10, 2026 |
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
|---|
| Embodied Agentic | 3 | 1 | Feb 18, 2026 |
|---|
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 |
|---|
| Bone surface segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 |
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| Density modeling | 3 | 2 | Feb 18, 2026 |
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| ID Classification and OOD Detection | 3 | 1 | Feb 18, 2026 |
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| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Image Compressed Sensing | 3 | 4 | May 12, 2026 |
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| Multiview Registration | 3 | 1 | Feb 20, 2026 |
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| Handwriting Text Recognition | 3 | 1 | Feb 18, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
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| Text Reconstruction Attack | 3 | 1 | Feb 18, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|