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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 |
|---|---|---|---|---|
| multi-disease classification | 3 | 3 | Jun 16, 2026 | |
| Training Data Provenance Verification | 3 | 2 | Feb 25, 2026 | |
| Infringement Model Detection | 3 | 1 | Feb 18, 2026 | |
| Secret image extraction | 3 | 2 | Feb 18, 2026 | |
| Histopathological Image Segmentation | 3 | 2 | Jun 19, 2026 | |
| Facial Template Inversion | 3 | 2 | Apr 21, 2026 | |
| 3D LiDAR Point Cloud Compression | 3 | 2 | May 19, 2026 | |
| Face Template Inversion Attack | 3 | 2 | May 4, 2026 | |
| 3 |
| 1 |
| Mar 27, 2026 |
| Image Rectangling | 3 | 2 | Feb 18, 2026 |
|---|
| Satellite Imagery Recognition | 3 | 1 | Feb 18, 2026 |
|---|
| Nudity Concept Erasure | 3 | 2 | May 26, 2026 |
|---|
| Quantized sensing | 3 | 1 | Feb 18, 2026 |
|---|
| General Vision-Language Understanding | 3 | 3 | Mar 24, 2026 |
|---|
| Few-shot Language Understanding | 3 | 3 | Jul 2, 2026 |
|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
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| Multi-label Remote Sensing Image Retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Dual-spectral CT Material Decomposition | 3 | 1 | Feb 20, 2026 |
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| Financial Sentiment Classification | 3 | 2 | Feb 21, 2026 |
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| Out-of-domain Image Classification | 3 | 1 | Feb 18, 2026 |
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| Video Dialogue | 3 | 1 | Feb 18, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Blood Vessel Segmentation | 3 | 3 | Jun 9, 2026 |
|---|