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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 |
|---|---|---|---|---|
| Boundary Captioning | 1 | 1 | Feb 27, 2026 | |
| Flowchart Image Interpretation | 1 | 1 | Feb 18, 2026 | |
| Visual Illusion and Hallucination Evaluation | 1 | 1 | Feb 18, 2026 | |
| Single-label activity classification | 1 | 3 | Feb 18, 2026 | |
| Out-of-distribution object detection | 1 | 1 | Feb 27, 2026 | |
| Sequential Image Hallucination Assessment | 1 | 1 | Feb 18, 2026 | |
| Cerebral Palsy Detection | 1 | 1 | Mar 10, 2026 | |
| Fatty Liver Disease Classification | 1 | 1 | Feb 18, 2026 | |
| Shared attention detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Scanner Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-label unit-action classification | 1 | 1 | Feb 18, 2026 |
|---|
| Contextual Image Captioning | 1 | 2 | Feb 18, 2026 |
|---|
| Conditional Sampling | 1 | 1 | Feb 18, 2026 |
|---|
| Future Semantic Segmentation (Short-term) | 1 | 1 | Feb 18, 2026 |
|---|
| Future Semantic Segmentation (Mid-term) | 1 | 1 | Feb 18, 2026 |
|---|
| Anomaly Localization and Detection | 1 | 1 | Feb 18, 2026 |
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| Monocular Video Depth Estimation | 1 | 3 | Jun 26, 2026 |
|---|
| Face Search | 1 | 4 | Feb 18, 2026 |
|---|
| Depth-aware Panoptic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| GPS-to-image generation | 1 | 1 | Feb 18, 2026 |
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| Path detection classification | 1 | 1 | Feb 18, 2026 |
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| Depth Upsampling | 1 | 1 | Feb 18, 2026 |
|---|
| Scene Caption | 1 | 1 | Feb 18, 2026 |
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| XR-QA | 1 | 1 | Feb 18, 2026 |
|---|
| Holistic Motion Generation | 1 | 2 | Apr 6, 2026 |
|---|