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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 |
|---|---|---|---|---|
| Image Classification, OOD Detection, and Adversarial Attack Detection | 6 | 1 | Mar 5, 2026 | |
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| Landslide Detection | 6 | 4 | Jun 9, 2026 | |
| Saliency Map Generation | 6 | 1 | Mar 6, 2026 | |
| Satellite-to-Drone Geo-localization | 6 | 4 | Apr 20, 2026 | |
| Cross-identity reenactment | 6 | 6 | Mar 4, 2026 | |
| Object Perception | 6 | 2 | Jul 7, 2026 | |
| Mathematical & Geometric Reasoning |
| 6 |
| 2 |
| Apr 13, 2026 |
| Histopathology classification | 6 | 4 | May 19, 2026 |
|---|
| Multicut | 6 | 1 | Feb 18, 2026 |
|---|
| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 |
|---|
| Whole-body Mesh Recovery | 6 | 4 | Mar 31, 2026 |
|---|
| Multi-modal manipulation detection | 6 | 1 | Mar 4, 2026 |
|---|
| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
|---|
| Low-shot Image Classification | 6 | 7 | Feb 27, 2026 |
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| Video Fusion | 6 | 2 | Apr 3, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Text Image Super-Resolution | 6 | 3 | May 14, 2026 |
|---|
| Graphic Layout Generation | 6 | 4 | Apr 10, 2026 |
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| Thermal Image Restoration | 6 | 2 | May 19, 2026 |
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| Image Aesthetics Assessment | 6 | 3 | Jun 9, 2026 |
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| Word Spotting | 6 | 11 | Feb 18, 2026 |
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| Sign Recognition | 6 | 2 | Feb 18, 2026 |
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| Blind Super-Resolution (x2) | 6 | 1 | Feb 18, 2026 |
|---|