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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 Hierarchical Segmentation | 2 | 1 | Feb 18, 2026 | |
| Panoramic classification | 2 | 1 | Feb 18, 2026 | |
| Spoofing Region Localization | 2 | 1 | Feb 21, 2026 | |
| Center ground-view synthesis | 2 | 1 | Feb 18, 2026 | |
| Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) | 2 | 7 | Feb 18, 2026 | |
| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 | |
| Transition Question Answering | 2 | 1 | Feb 18, 2026 | |
| Deepfake Localization | 2 | 2 | Apr 28, 2026 | |
| Ordinal Consistency Evaluation |
| 2 |
| 1 |
| Feb 21, 2026 |
| Embodied Referring Expression Comprehension | 2 | 1 | Feb 21, 2026 |
|---|
| 3D Human Pose Forecasting | 2 | 3 | Feb 20, 2026 |
|---|
| Heading Angle Prediction | 2 | 1 | Feb 21, 2026 |
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| Functional Scene Graph Construction | 2 | 1 | Feb 21, 2026 |
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| LiDAR-to-Camera Calibration | 2 | 3 | Jun 1, 2026 |
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| HDR Image Prediction | 2 | 1 | Feb 18, 2026 |
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| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
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| Autofocusing | 2 | 1 | Feb 21, 2026 |
|---|
| Generalized Zero-Shot Detection | 2 | 4 | Feb 18, 2026 |
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| Open-ended Chart Question Answering | 2 | 2 | Feb 18, 2026 |
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| Image Navigation | 2 | 2 | Feb 18, 2026 |
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| Hand Gesture Identification | 2 | 1 | Feb 21, 2026 |
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| Instance Image Navigation | 2 | 2 | Mar 12, 2026 |
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| Style-Guided Image Captioning | 2 | 1 | Feb 27, 2026 |
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| Video QA | 2 | 2 | Apr 14, 2026 |
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| Visual Trace Generation | 2 | 3 | Apr 7, 2026 |
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