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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 |
|---|---|---|---|---|
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 | |
| Instance Segmentation Propagation | 2 | 1 | Feb 18, 2026 | |
| Estimating length of air column | 2 | 1 | Feb 18, 2026 | |
| Hand Instance Segmentation | 2 | 1 | Feb 27, 2026 | |
| Out-of-Distribution Recognition | 2 | 1 | Feb 18, 2026 | |
| Handwriting Detection | 2 | 1 | Feb 24, 2026 | |
| Measurement | 2 | 2 | Mar 27, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Annotation | 2 | 2 | Jun 2, 2026 | |
| XAI Attribution Map Evaluation |
| 2 |
| 1 |
| Feb 23, 2026 |
| 2D Dense Correspondence | 2 | 1 | Feb 18, 2026 |
|---|
| Actor and Action Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Dynamic MRI reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
|---|
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
|---|
| Visual Planners for human Assistance | 2 | 1 | Feb 27, 2026 |
|---|
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 |
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| Face Naming | 2 | 1 | Feb 22, 2026 |
|---|
| Object reference game | 2 | 1 | Feb 18, 2026 |
|---|
| Camera-based Watermarking | 2 | 1 | Feb 24, 2026 |
|---|
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 |
|---|
| Image Recoloring | 2 | 1 | Feb 22, 2026 |
|---|
| Defect Description | 2 | 1 | Feb 18, 2026 |
|---|
| Image Warping | 2 | 1 | Feb 22, 2026 |
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| Photoreceptor Layer Segmentation | 2 | 1 | Feb 18, 2026 |
|---|