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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 |
|---|---|---|---|---|
| Out-of-Context Misinformation Detection | 2 | 2 | Feb 18, 2026 | |
| Raw-to-raw translation | 2 | 1 | Feb 18, 2026 | |
| Spatial Intelligence | 2 | 2 | May 13, 2026 | |
| Motion map prediction | 2 | 1 | Mar 4, 2026 | |
| Object detection and segmentation | 2 | 2 | Jun 23, 2026 | |
| Echocardiogram Video Reconstruction | 2 | 2 | Mar 17, 2026 | |
| Medical Vision-Language Modeling | 2 | 1 | Mar 4, 2026 | |
| Multimodal Relation Reasoning | 2 | 1 | Mar 4, 2026 | |
| Image-based Retrieval |
| 2 |
| 1 |
| Mar 4, 2026 |
| Image Steganographic Recovery | 2 | 1 | Feb 18, 2026 |
|---|
| Dexterous Hand Manipulation Sequence Generation | 2 | 1 | Mar 4, 2026 |
|---|
| Vision-Language Capability | 2 | 2 | May 1, 2026 |
|---|
| 3D Multi-Person Pose Tracking | 2 | 1 | Feb 18, 2026 |
|---|
| Image Captioning Hallucination Detection | 2 | 2 | Mar 30, 2026 |
|---|
| Pubic Symphysis Segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Gaze Detection | 2 | 2 | Jul 7, 2026 |
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| Document Image Classification | 2 | 3 | Feb 18, 2026 |
|---|
| Multi-illuminant White Balance | 2 | 1 | Feb 18, 2026 |
|---|
| Brain Tumor Substructure Segmentation | 2 | 1 | Feb 25, 2026 |
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| Failure types identification | 2 | 1 | Feb 18, 2026 |
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| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 |
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| Human evaluation of garment reconstruction | 2 | 1 | Feb 25, 2026 |
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| Bounding-box alignment | 2 | 1 | Feb 25, 2026 |
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| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
|---|