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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 |
|---|---|---|---|---|
| Single Object Video Segmentation | 3 | 2 | Feb 18, 2026 | |
| Dynamic Spatial Reasoning | 3 | 3 | Apr 30, 2026 | |
| Infilling | 3 | 5 | Jul 3, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Individualized Decision Rules (IDR) Estimation | 3 | 1 | Feb 18, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Dense hand contact estimation | 3 | 2 | May 8, 2026 | |
| Cross-modal Ship Re-identification |
| 3 |
| 1 |
| Feb 20, 2026 |
| Self-supervised Learning | 3 | 1 | Feb 27, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Narrative Summarization | 3 | 3 | Feb 19, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Recipe Recommendation | 3 | 2 | Apr 23, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Soft Query Answering | 3 | 1 | Feb 18, 2026 |
|---|
| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 |
|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Pathological Multimodal Understanding | 3 | 2 | Feb 27, 2026 |
|---|
| Text-guided image inpainting | 3 | 2 | Feb 25, 2026 |
|---|
| Motion Sequence Interpolation | 3 | 1 | Feb 20, 2026 |
|---|
| GUI Task Execution | 3 | 3 | Mar 26, 2026 |
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| Mask Prediction | 3 | 2 | Jun 12, 2026 |
|---|