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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 |
|---|---|---|---|---|
| Visual Road Retrieval | 2 | 1 | Feb 18, 2026 | |
| Road Function Prediction | 2 | 1 | Feb 18, 2026 | |
| Fundus Image Classification | 2 | 1 | Feb 25, 2026 | |
| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 | |
| Planar Tracking | 2 | 1 | Feb 25, 2026 | |
| Tortuosity [length-weighted] Extraction | 2 | 1 | Feb 18, 2026 | |
| Cross-domain continual learning | 2 | 1 | Feb 18, 2026 | |
| Logical structure recognition | 2 | 2 | Feb 18, 2026 | |
| Video-Audio Question Answering |
| 2 |
| 1 |
| Feb 18, 2026 |
| Open Set Temporal Action Localization | 2 | 1 | Feb 18, 2026 |
|---|
| Biometry measurement | 2 | 1 | Feb 25, 2026 |
|---|
| Bifurcation Angles [mean] Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Portrait Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Target Counting | 2 | 1 | Feb 24, 2026 |
|---|
| Multimodal Optical Character Recognition | 2 | 5 | Mar 18, 2026 |
|---|
| Event-based video frame reconstruction | 2 | 1 | Feb 24, 2026 |
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| Azimuth Classification | 2 | 2 | Feb 21, 2026 |
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| Frame-level Video Anomaly Detection | 2 | 2 | Mar 17, 2026 |
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| Bifurcation Angles [median] Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Cross-view Object Correspondence | 2 | 2 | Apr 9, 2026 |
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| Dermatological disease classification | 2 | 2 | Jun 9, 2026 |
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| Monocular 3D Object Detection (Car) | 2 | 2 | Jun 30, 2026 |
|---|
| 3D Spatial Grounding | 2 | 1 | Feb 25, 2026 |
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| Multi-change captioning | 2 | 5 | Jul 7, 2026 |
|---|
| Tactile Hardness Regression | 2 | 1 | Feb 24, 2026 |
|---|