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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 |
|---|---|---|---|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Sparse 3D Reconstruction | 3 | 3 | Feb 25, 2026 | |
| Fracture Detection | 3 | 2 | Feb 18, 2026 | |
| Text-guided generation | 3 | 2 | Feb 18, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 | |
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 | |
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 | |
| Chart Information Extraction |
| 3 |
| 1 |
| Feb 18, 2026 |
| Binary Open Information Extraction | 3 | 1 | Feb 18, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Deictic Object Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Multi-instrument transcription | 3 | 2 | Jun 11, 2026 |
|---|
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Nuclei Semantic Segmentation | 3 | 1 | Feb 18, 2026 |
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| Human Motion Editing | 3 | 4 | May 21, 2026 |
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| Trait Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Infographic Visual Question Answering | 3 | 13 | Jul 7, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Massive Multi-discipline Multimodal Understanding | 3 | 29 | Jun 19, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Zero-shot Reasoning and Language Modeling | 3 | 3 | Jul 2, 2026 |
|---|
| Binary Surgical Instrument Segmentation | 3 | 2 | Feb 18, 2026 |
|---|