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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 |
|---|---|---|---|---|
| Concept Classification | 3 | 2 | Mar 24, 2026 | |
| Lightweight Image Super-Resolution | 3 | 1 | Feb 18, 2026 | |
| SfM registration | 3 | 1 | Feb 18, 2026 | |
| Single Object Video Segmentation | 3 | 2 | Feb 18, 2026 | |
| Mask Prediction | 3 | 2 | Jun 12, 2026 | |
| Long-term Human Motion Prediction | 3 | 6 | Feb 22, 2026 | |
| 3D Object Grounding | 3 | 2 | Mar 24, 2026 | |
| Document Visual Information Extraction (Document VQA format) | 3 | 1 | Feb 18, 2026 | |
| Single-agent trajectory prediction |
| 3 |
| 1 |
| Mar 4, 2026 |
| Video Paragraph Captioning | 3 | 7 | Feb 27, 2026 |
|---|
| Video Trajectory Editing | 3 | 1 | Mar 4, 2026 |
|---|
| Color Video Completion | 3 | 1 | Mar 4, 2026 |
|---|
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 |
|---|
| Full-image colorization | 3 | 1 | Feb 18, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| Sketch-to-Photo Retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Intra-frame object tracking | 3 | 1 | Feb 18, 2026 |
|---|
| 2D gaze estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Glaucoma Grading | 3 | 3 | Mar 20, 2026 |
|---|
| 1-way Few-shot Semantic Segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Geolocation Inference | 3 | 1 | Mar 4, 2026 |
|---|
| Unsupervised object-centric learning | 3 | 1 | Feb 18, 2026 |
|---|
| Lipreading | 3 | 2 | Feb 18, 2026 |
|---|
| Human body segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Natural Language Video Localization | 3 | 7 | Feb 20, 2026 |
|---|