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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 |
|---|---|---|---|---|
| Planar Tracking | 2 | 1 | Feb 25, 2026 | |
| Multi-change captioning | 2 | 5 | Jul 7, 2026 | |
| Bounding-box alignment | 2 | 1 | Feb 25, 2026 | |
| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 | |
| Regional Captioning | 2 | 1 | Feb 25, 2026 | |
| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 | |
| Number of Bifurcations Extraction | 2 | 1 | Feb 18, 2026 | |
| Fine-grained 5-way classification | 2 | 2 | Apr 21, 2026 | |
| Sign Language Glossification |
| 2 |
| 1 |
| Feb 18, 2026 |
| Event-based video frame reconstruction | 2 | 1 | Feb 24, 2026 |
|---|
| Frame-level Video Anomaly Detection | 2 | 2 | Mar 17, 2026 |
|---|
| Target Counting | 2 | 1 | Feb 24, 2026 |
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| Mental State Inference | 2 | 2 | May 29, 2026 |
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| Multi-View Detection | 2 | 3 | Mar 26, 2026 |
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| Biometry measurement | 2 | 1 | Feb 25, 2026 |
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| Entity Localization | 2 | 1 | Feb 27, 2026 |
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| Scribble-supervised cardiac segmentation | 2 | 2 | Feb 19, 2026 |
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| Attribute Matching | 2 | 1 | Feb 18, 2026 |
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| Tactile Hardness Regression | 2 | 1 | Feb 24, 2026 |
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| Cross-view Object Correspondence | 2 | 2 | Apr 9, 2026 |
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| Median Vessel Caliber Extraction | 2 | 1 | Feb 18, 2026 |
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| Region Proposal | 2 | 2 | Feb 18, 2026 |
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| Fundus Image Classification | 2 | 1 | Feb 25, 2026 |
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| Vessel Caliber Standard Deviation Extraction | 2 | 1 | Feb 18, 2026 |
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| Pathology Segmentation | 2 | 1 | Feb 18, 2026 |
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