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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 |
|---|---|---|---|---|
| Multimodal Relation Reasoning | 2 | 1 | Mar 4, 2026 | |
| Image-based Retrieval | 2 | 1 | Mar 4, 2026 | |
| Significant stenosis detection | 2 | 1 | Feb 18, 2026 | |
| Region-level captioning | 2 | 8 | Apr 28, 2026 | |
| Regional Volume Change Estimation | 2 | 1 | Mar 4, 2026 | |
| Gaze Detection | 2 | 2 | Jul 7, 2026 | |
| Vision-Language Capability | 2 | 2 | May 1, 2026 | |
| Relation Recognition | 2 | 1 | Feb 18, 2026 | |
| Canonical Text Recognition |
| 2 |
| 1 |
| Feb 25, 2026 |
| eight-label knee injury prediction | 2 | 1 | Feb 25, 2026 |
|---|
| Face Personalization | 2 | 1 | Feb 18, 2026 |
|---|
| Human evaluation of garment reconstruction | 2 | 1 | Feb 25, 2026 |
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| Masked Face Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Brain Tumor Substructure Segmentation | 2 | 1 | Feb 25, 2026 |
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| Bounding-box alignment | 2 | 1 | Feb 25, 2026 |
|---|
| Chart-to-Text Generation | 2 | 1 | Feb 18, 2026 |
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| Medical Image Segmentation and Calibration | 2 | 1 | Feb 18, 2026 |
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| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
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| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 |
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| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
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| Gaze following in video | 2 | 1 | Feb 18, 2026 |
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| Flow Completion | 2 | 1 | Feb 18, 2026 |
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| Pneumonia localization | 2 | 1 | Feb 18, 2026 |
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| Part co-segmentation | 2 | 1 | Feb 18, 2026 |
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| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 |
|---|