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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 |
|---|---|---|---|---|
| Pedestrian Localization | 2 | 2 | Jun 18, 2026 | |
| Aerial Vision-Language Navigation | 2 | 2 | Mar 12, 2026 | |
| CNN Inference Acceleration | 2 | 2 | Feb 19, 2026 | |
| Geometric Fidelity | 2 | 1 | Feb 21, 2026 | |
| Inter-session place recognition | 2 | 2 | Mar 5, 2026 | |
| Joint Human and Object Reconstruction | 2 | 2 | Feb 25, 2026 | |
| Identity Classification | 2 | 2 | Jun 1, 2026 | |
| Open-Vocabulary Object Retrieval | 2 | 1 | Feb 21, 2026 | |
| Spatial Ranking |
| 2 |
| 1 |
| Feb 18, 2026 |
| Compound emotion prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Simultaneous Multi-UAV Navigation and Collision Avoidance | 2 | 1 | Feb 21, 2026 |
|---|
| target object grounding | 2 | 1 | Feb 21, 2026 |
|---|
| Few-shot Video Classification | 2 | 2 | Feb 18, 2026 |
|---|
| Wireframe Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Vision-guided robotic alignment | 2 | 1 | Feb 21, 2026 |
|---|
| Visually-rich Document Named Entity Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Classification | 2 | 1 | Feb 21, 2026 |
|---|
| One-to-one Image Relighting | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Comprehension | 2 | 1 | Feb 24, 2026 |
|---|
| Image-Description Correspondence | 2 | 1 | Feb 18, 2026 |
|---|
| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 |
|---|
| EEG-to-Image Retrieval | 2 | 2 | May 26, 2026 |
|---|
| Standard robust explanation computation | 2 | 1 | Feb 21, 2026 |
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| OVAL-optimal robust explanation generation | 2 | 1 | Feb 21, 2026 |
|---|
| Non-Contact Affordance Estimation | 2 | 1 | Feb 21, 2026 |
|---|