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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 |
|---|---|---|---|---|
| WSI diagnostic classification | 3 | 1 | Feb 20, 2026 | |
| Toy Regression | 3 | 2 | Mar 31, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| BaseColor Estimation | 3 | 3 | Mar 23, 2026 | |
| Sequential Grounding | 3 | 2 | Feb 20, 2026 | |
| Dialect Robustness | 3 | 1 | Feb 18, 2026 | |
| EEG-Driven Image Generation | 3 | 2 | Feb 21, 2026 | |
| Out-of-view Understanding |
| 3 |
| 1 |
| Feb 20, 2026 |
| Reference-based Quality Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Generalized Zero-Shot Learning Concept Prediction | 3 | 1 | Feb 20, 2026 |
|---|
| Unrectified Two-view Depth Estimation | 3 | 1 | Feb 20, 2026 |
|---|
| Lane Segmentation | 3 | 4 | Mar 31, 2026 |
|---|
| Coarse-grained Vision-Language Navigation | 3 | 2 | Jun 17, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Long-term human-object interaction synthesis | 3 | 2 | May 8, 2026 |
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| Fine-grained Vision-Language Navigation | 3 | 2 | Jun 17, 2026 |
|---|
| Protein Conformation Generation | 3 | 1 | Mar 30, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Terminal Agentic Trajectory Generation | 3 | 2 | Feb 19, 2026 |
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| RGB-D Co-Salient Object Detection | 3 | 1 | Feb 18, 2026 |
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| Cross-view Geo-localization (Satellite to Drone) | 3 | 4 | May 12, 2026 |
|---|
| NeRF Recoloring | 3 | 1 | Feb 18, 2026 |
|---|