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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 |
|---|---|---|---|---|
| Room Impulse Response Completion | 2 | 1 | Mar 16, 2026 | |
| Critical View of Safety assessment | 2 | 3 | Jun 25, 2026 | |
| miscitation detection | 2 | 1 | Mar 16, 2026 | |
| Biomedical domain adaptation | 2 | 1 | Mar 16, 2026 | |
| Pixel-based Control | 2 | 1 | Feb 18, 2026 | |
| Fine-grained food classification | 2 | 1 | Feb 18, 2026 | |
| Kinetic Parameter Prediction | 2 | 1 | Mar 16, 2026 | |
| Video-level A/H Recognition | 2 | 2 | Mar 19, 2026 | |
| Mobile Periocular Identification |
| 2 |
| 1 |
| Feb 27, 2026 |
| Spatial Anomaly Localization | 2 | 2 | Mar 27, 2026 |
|---|
| Mobile Periocular Verification | 2 | 1 | Feb 27, 2026 |
|---|
| Flood risk prediction | 2 | 1 | Mar 16, 2026 |
|---|
| Tool Invocation | 2 | 2 | Jul 9, 2026 |
|---|
| Audio-visual speech-to-text translation | 2 | 2 | Feb 27, 2026 |
|---|
| Schema retrieval | 2 | 1 | Mar 16, 2026 |
|---|
| 4D Scene Editing | 2 | 1 | Mar 16, 2026 |
|---|
| Multimodal Point Cloud Registration | 2 | 1 | Mar 16, 2026 |
|---|
| Multi-agent System Safety Evaluation | 2 | 1 | Feb 18, 2026 |
|---|
| Cross-area Image Geolocalization | 2 | 1 | Mar 16, 2026 |
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| Panoptic Scene Graph Generation | 2 | 4 | Apr 27, 2026 |
|---|
| Operational Burden Evaluation | 2 | 1 | Mar 16, 2026 |
|---|
| Watermark Restoration | 2 | 2 | May 12, 2026 |
|---|
| Procedural Multimodal Machine Comprehension | 2 | 1 | Feb 18, 2026 |
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| Human-Object Interaction Segmentation | 2 | 1 | Feb 18, 2026 |
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| Visual Stability | 2 | 1 | Mar 16, 2026 |
|---|