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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 |
|---|---|---|---|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Egocentric Referring Video Object Segmentation | 3 | 1 | Feb 20, 2026 | |
| Facial Expression Generation | 3 | 2 | Mar 10, 2026 | |
| Skeleton Restoration | 3 | 1 | Feb 20, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Crop Counting | 3 | 1 | Feb 20, 2026 | |
| Physical Realism | 3 | 1 | Feb 20, 2026 | |
| Image Reflection Separation (Transmission Layer) |
| 3 |
| 1 |
| Feb 20, 2026 |
| 3D Head Stylization | 3 | 1 | Feb 18, 2026 |
|---|
| SISR for x4 upscaling | 3 | 1 | Jun 4, 2026 |
|---|
| 3D photoacoustic reconstruction | 3 | 1 | Feb 20, 2026 |
|---|
| VT code decoding | 3 | 1 | Apr 2, 2026 |
|---|
| Functional Circuit Deception | 3 | 1 | Mar 30, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-camera Depth Estimation | 3 | 1 | Feb 18, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Drag-style image editing | 3 | 2 | Jun 25, 2026 |
|---|
| Ring detection | 3 | 1 | Feb 18, 2026 |
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| Video Face Swapping | 3 | 2 | Feb 20, 2026 |
|---|
| Garment Draping | 3 | 2 | Feb 19, 2026 |
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| Few-shot 3D Point Cloud Semantic Segmentation | 3 | 4 | May 18, 2026 |
|---|
| Mobile Agent Navigation | 3 | 2 | Jul 1, 2026 |
|---|