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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 |
|---|---|---|---|---|
| COVID-19 Detection | 7 | 5 | May 13, 2026 | |
| Egocentric Action Recognition | 7 | 4 | Feb 27, 2026 | |
| Semantic Localization | 7 | 4 | May 22, 2026 | |
| Text Based Image Retrieval | 7 | 3 | Feb 18, 2026 | |
| Quantitative Phase Imaging | 7 | 2 | Mar 24, 2026 | |
| Face Reenactment | 7 | 5 | Jun 16, 2026 | |
| Face Swapping Defense | 7 | 3 | Apr 24, 2026 | |
| Low-light Raw Image Denoising | 7 | 1 | Feb 18, 2026 | |
| Object Localisation |
| 7 |
| 8 |
| Feb 18, 2026 |
| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 |
|---|
| Video Decoding | 7 | 4 | Jun 4, 2026 |
|---|
| Visual Quality Evaluation | 7 | 6 | May 11, 2026 |
|---|
| Video Depth Completion (Temporal Consistency) | 7 | 1 | Feb 22, 2026 |
|---|
| Image2Code | 7 | 1 | Feb 19, 2026 |
|---|
| Abstraction and Reasoning | 7 | 8 | Jun 26, 2026 |
|---|
| Novel category discovery | 7 | 2 | Feb 18, 2026 |
|---|
| Geospatial Question Answering | 7 | 3 | May 25, 2026 |
|---|
| Multi-agent trajectory forecasting | 7 | 2 | May 22, 2026 |
|---|
| Abnormality Classification | 7 | 5 | Jun 29, 2026 |
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| ADL recognition | 7 | 2 | Feb 20, 2026 |
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| Semantic Part Segmentation | 7 | 7 | Feb 18, 2026 |
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| Spine Segmentation | 7 | 2 | Jun 16, 2026 |
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| Adversarial Transfer Attack | 7 | 3 | Jun 30, 2026 |
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| 4D occupancy forecasting | 7 | 9 | Jun 29, 2026 |
|---|
| Document Transcription | 7 | 1 | Feb 19, 2026 |
|---|