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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 |
|---|---|---|---|---|
| Text-to-image person search | 9 | 1 | Mar 4, 2026 | |
| Hierarchical Open-set Classification | 9 | 1 | Feb 19, 2026 | |
| Spectral Super-Resolution | 9 | 5 | May 14, 2026 | |
| Building Height Estimation | 9 | 3 | Apr 1, 2026 | |
| Skeleton Detection | 9 | 3 | Apr 23, 2026 | |
| Mitochondria Segmentation | 8 | 3 | May 4, 2026 | |
| 3D Human Motion Recovery | 8 | 2 | Mar 16, 2026 | |
| Image2Description | 8 | 1 | Feb 19, 2026 | |
| Plant Disease Classification |
| 8 |
| 2 |
| Apr 14, 2026 |
| Traffic Sign Recognition | 8 | 9 | Jun 9, 2026 |
|---|
| Image2Code Generation | 8 | 1 | Feb 19, 2026 |
|---|
| Glaucoma Classification | 8 | 7 | Jul 7, 2026 |
|---|
| Dense Point Tracking | 8 | 1 | Feb 18, 2026 |
|---|
| Document Tampering Detection | 8 | 2 | Jun 23, 2026 |
|---|
| Keystep recognition | 8 | 3 | May 18, 2026 |
|---|
| Sign language generation | 8 | 4 | Jun 29, 2026 |
|---|
| Multimodal misinformation detection | 8 | 6 | Jun 24, 2026 |
|---|
| Street-view Image Attribute Classification | 8 | 1 | Feb 22, 2026 |
|---|
| Global Image Retrieval | 8 | 1 | Feb 18, 2026 |
|---|
| OCR VQA | 8 | 8 | May 20, 2026 |
|---|
| Multi-target Referring Segmentation | 8 | 1 | Feb 18, 2026 |
|---|
| Structure Preservation | 8 | 1 | Feb 18, 2026 |
|---|
| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 |
|---|
| Skeleton-based Action Retrieval | 8 | 2 | Apr 21, 2026 |
|---|
| Video-to-Adverb Retrieval | 8 | 1 | Feb 18, 2026 |
|---|