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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 Object Detection (Car) | 2 | 3 | Feb 22, 2026 | |
| Spatial Anomaly Localization | 2 | 2 | Mar 27, 2026 | |
| Tamper Detection | 2 | 2 | Apr 28, 2026 | |
| Panoptic Scene Graph Generation | 2 | 4 | Apr 27, 2026 | |
| Ingredient Prediction | 2 | 1 | Feb 18, 2026 | |
| Human-Object Interaction Segmentation | 2 | 1 | Feb 18, 2026 | |
| Camera-based Watermarking | 2 | 1 | Feb 24, 2026 | |
| Categorical Sketch-Based Image Retrieval | 2 | 1 | Feb 18, 2026 | |
| Road defect detection |
| 2 |
| 2 |
| May 1, 2026 |
| Tactile Hardness Regression | 2 | 1 | Feb 24, 2026 |
|---|
| Traditional Tampering Localization | 2 | 1 | Feb 24, 2026 |
|---|
| Any-Point Visual Navigation | 2 | 1 | Feb 24, 2026 |
|---|
| Backward Visual Navigation (To Start) | 2 | 1 | Feb 24, 2026 |
|---|
| Fingerspelling Word Search (Video to Text) | 2 | 1 | Feb 18, 2026 |
|---|
| Facial Reconstruction | 2 | 2 | Apr 1, 2026 |
|---|
| Visual Counterfactual Explanation (Smile) | 2 | 1 | Feb 24, 2026 |
|---|
| Realism Assessment | 2 | 2 | May 28, 2026 |
|---|
| Task-wise classification accuracy | 2 | 1 | Feb 24, 2026 |
|---|
| Sketch-to-Feedback Evaluation | 2 | 1 | Feb 24, 2026 |
|---|
| Visual Counterfactual Explanation (Age) | 2 | 1 | Feb 24, 2026 |
|---|
| Cross-View Loop Closure Detection | 2 | 1 | Feb 24, 2026 |
|---|
| Online Action Segmentation | 2 | 2 | May 6, 2026 |
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| General Task | 2 | 3 | Jun 2, 2026 |
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| STEM Knowledge and Reasoning | 2 | 2 | Jun 2, 2026 |
|---|
| Image-level recognizability evaluation | 2 | 1 | Feb 24, 2026 |
|---|