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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 |
|---|---|---|---|---|
| Fine-grained Video Categorization | 3 | 4 | Feb 18, 2026 | |
| Geolocation Inference | 3 | 1 | Mar 4, 2026 | |
| Satellite→Drone Geo-localization | 3 | 3 | Mar 17, 2026 | |
| Human Pose Lifting | 3 | 1 | Feb 27, 2026 | |
| Automatic License Plate Recognition | 3 | 3 | Feb 18, 2026 | |
| 2D Image Segmentation | 3 | 1 | Feb 18, 2026 | |
| Scenario Oriented Object Navigation | 3 | 1 | Feb 18, 2026 | |
| Referential Communication | 3 | 1 | Feb 27, 2026 | |
| Sequential Grounding |
| 3 |
| 2 |
| Feb 20, 2026 |
| Correspondence Classification | 3 | 1 | Feb 18, 2026 |
|---|
| Periocular Recognition | 3 | 1 | Feb 27, 2026 |
|---|
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 |
|---|
| Color Video Completion | 3 | 1 | Mar 4, 2026 |
|---|
| Quantized sensing | 3 | 1 | Feb 18, 2026 |
|---|
| Spatiotemporal Predictive Learning | 3 | 2 | Feb 18, 2026 |
|---|
| Synthesized mask realism evaluation | 3 | 1 | Feb 18, 2026 |
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| Road Detection | 3 | 3 | Feb 18, 2026 |
|---|
| Local human action synthesis | 3 | 1 | Feb 18, 2026 |
|---|
| Joint Detection and Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|