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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 |
|---|---|---|---|---|
| Partial-partial 3D shape matching | 2 | 1 | Feb 19, 2026 | |
| OCR Parsing | 2 | 1 | Mar 24, 2026 | |
| Enrichment analysis | 2 | 1 | Mar 24, 2026 | |
| Episodic multi-task classification | 2 | 1 | Feb 18, 2026 | |
| Action Understanding | 2 | 2 | Apr 6, 2026 | |
| Speaker Description | 2 | 1 | Feb 18, 2026 | |
| 3D Saliency Prediction | 2 | 1 | Feb 19, 2026 | |
| Multimodal Concept Understanding | 2 | 1 | Mar 24, 2026 | |
| Observer-Centric Salient Object Detection |
| 2 |
| 1 |
| Feb 19, 2026 |
| Human Rendering | 2 | 1 | Feb 19, 2026 |
|---|
| Visual Search and Reasoning | 2 | 2 | May 27, 2026 |
|---|
| Text-to-Image Preference Alignment | 2 | 2 | May 18, 2026 |
|---|
| Domain-specific Reasoning | 2 | 2 | May 15, 2026 |
|---|
| Multiview Pedestrian Detection | 2 | 6 | Jul 2, 2026 |
|---|
| Style Mimicking | 2 | 1 | Feb 18, 2026 |
|---|
| Sim-to-Real Video Translation | 2 | 2 | Mar 25, 2026 |
|---|
| Malicious Editing | 2 | 1 | Feb 18, 2026 |
|---|
| Explanation Cohesiveness | 2 | 1 | Feb 18, 2026 |
|---|
| Style Editing | 2 | 1 | Mar 24, 2026 |
|---|
| Unsupervised Temporal Action Segmentation | 2 | 4 | Apr 24, 2026 |
|---|
| Anatomy Segmentation | 2 | 2 | May 19, 2026 |
|---|
| Mathematical Calculation | 2 | 2 | Apr 10, 2026 |
|---|
| Offline Planning | 2 | 1 | Feb 18, 2026 |
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| Visual Spatial Intelligence Reasoning | 2 | 2 | Mar 4, 2026 |
|---|
| Lane Graph Extraction | 2 | 2 | Feb 18, 2026 |
|---|