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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 |
|---|---|---|---|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 | |
| High-Level Reasoning | 3 | 3 | Jul 1, 2026 | |
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 | |
| Kronecker regression | 3 | 1 | Feb 18, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 | |
| Web Browsing and Navigation |
| 3 |
| 3 |
| May 13, 2026 |
| Multi-modal Retrieval | 3 | 7 | Jun 19, 2026 |
|---|
| Image-text-to-multimodal retrieval | 3 | 3 | Feb 19, 2026 |
|---|
| Future Instance Segmentation | 3 | 3 | Feb 18, 2026 |
|---|
| Dialog-based Image Retrieval | 3 | 2 | Feb 22, 2026 |
|---|
| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Dynamic scene editing | 3 | 2 | Mar 16, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| 4x Video Frame Interpolation | 3 | 1 | Feb 18, 2026 |
|---|
| Video Amodal Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-task Routing | 3 | 2 | May 27, 2026 |
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| Definition Extraction | 3 | 2 | Feb 20, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-label violation prediction | 3 | 1 | Feb 18, 2026 |
|---|