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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 |
|---|---|---|---|---|
| Communication Success | 2 | 1 | Feb 18, 2026 | |
| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 | |
| Multi-label chest disease diagnosis | 2 | 1 | Feb 18, 2026 | |
| Text misalignment heatmap prediction | 2 | 1 | Feb 18, 2026 | |
| Driving Action Justification | 2 | 1 | Mar 9, 2026 | |
| Fine-grained Detection | 2 | 1 | Mar 4, 2026 | |
| Visual Reasoning with Tool Use | 2 | 1 | Mar 4, 2026 | |
| Multimodal Relation Reasoning | 2 | 1 | Mar 4, 2026 | |
| eight-label knee injury prediction |
| 2 |
| 1 |
| Feb 25, 2026 |
| Map-view Semantic Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Unsupervised Person Re-identification | 2 | 1 | Feb 18, 2026 |
|---|
| Bounding-box alignment | 2 | 1 | Feb 25, 2026 |
|---|
| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
|---|
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 |
|---|
| Object Moving | 2 | 2 | Feb 18, 2026 |
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| Brain ROI Reproducibility Analysis | 2 | 1 | Feb 18, 2026 |
|---|
| Mass Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Robotic Image Segmentation | 2 | 2 | May 26, 2026 |
|---|
| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 |
|---|
| Predicted Object Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-driven motion generation | 2 | 2 | May 28, 2026 |
|---|
| Prostate Cancer Grade Assessment | 2 | 1 | Feb 18, 2026 |
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| Climate Pattern Segmentation | 2 | 2 | Feb 18, 2026 |
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| Pose-to-Text retrieval | 2 | 1 | Feb 18, 2026 |
|---|