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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 |
|---|---|---|---|---|
| 1-shot classification | 1 | 2 | Feb 18, 2026 | |
| Optical Flow Prediction | 1 | 1 | Feb 18, 2026 | |
| Grasp Affordance Prediction | 1 | 1 | Feb 18, 2026 | |
| JPEG compression artifacts removal | 1 | 1 | Mar 4, 2026 | |
| Posture Recognition | 1 | 1 | Mar 4, 2026 | |
| Instance Symbol Spotting | 1 | 1 | Feb 18, 2026 | |
| Spatial Action Parsing | 1 | 1 | Feb 18, 2026 | |
| Video-level classification | 1 | 3 | Feb 18, 2026 | |
| Model Inversion Defense (LOMMA-KED-MI Attack) | 1 |
| 1 |
| Feb 27, 2026 |
| RGB-to-RGB Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Open-Ended 3D Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Direction Tracking | 1 | 1 | Mar 4, 2026 |
|---|
| Compositional Image Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Compositional Semantics | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal and causal video reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Person-person Interaction Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-based Occupancy Forecasting | 1 | 1 | Feb 18, 2026 |
|---|
| Joint Pose Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Human-body abnormality repair | 1 | 1 | Feb 27, 2026 |
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| Visual consistency | 1 | 1 | Feb 27, 2026 |
|---|
| Few-shot counting | 1 | 1 | Feb 18, 2026 |
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| Feature Extraction Runtime Analysis | 1 | 1 | Feb 18, 2026 |
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| Clothes Retrieval | 1 | 1 | Feb 18, 2026 |
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| Action-conditioned future prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Colorectal Liver Metastases prediction | 1 | 1 | Feb 18, 2026 |
|---|