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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 |
|---|---|---|---|---|
| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 | |
| Keystep recognition | 8 | 3 | May 18, 2026 | |
| Image2Code Generation | 8 | 1 | Feb 19, 2026 | |
| Gaussian color image denoising | 8 | 8 | Feb 18, 2026 | |
| Manipulation Localization | 8 | 2 | May 28, 2026 | |
| Mitochondria Segmentation | 8 | 3 | May 4, 2026 | |
| Image2Description | 8 | 1 | Feb 19, 2026 | |
| Vanishing Point Detection | 8 | 3 | Feb 18, 2026 | |
| Motion Understanding |
| 8 |
| 7 |
| Jun 30, 2026 |
| Structure Preservation | 8 | 1 | Feb 18, 2026 |
|---|
| Co-Salient Object Detection | 8 | 6 | Apr 2, 2026 |
|---|
| Dense Point Tracking | 8 | 1 | Feb 18, 2026 |
|---|
| Layout-to-Image Synthesis | 8 | 9 | Feb 18, 2026 |
|---|
| Plant Disease Classification | 8 | 2 | Apr 14, 2026 |
|---|
| Video-to-Adverb Retrieval | 8 | 1 | Feb 18, 2026 |
|---|
| Depth Map Compression | 8 | 1 | Mar 24, 2026 |
|---|
| Natural Language Visual Reasoning | 8 | 47 | Apr 21, 2026 |
|---|
| Multimodal misinformation detection | 8 | 6 | Jun 24, 2026 |
|---|
| Multi-source Domain Adaptation | 8 | 13 | May 7, 2026 |
|---|
| Undersampled MRI Reconstruction | 8 | 2 | May 7, 2026 |
|---|
| Document Tampering Detection | 8 | 2 | Jun 23, 2026 |
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| Frame retrieval | 8 | 1 | Feb 18, 2026 |
|---|
| Sign language generation | 8 | 4 | Jun 29, 2026 |
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| RGB-D Saliency Detection | 8 | 8 | Jul 1, 2026 |
|---|
| Pose Prediction | 8 | 4 | Mar 5, 2026 |
|---|