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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 |
|---|---|---|---|---|
| Average across tasks | 2 | 1 | Mar 19, 2026 | |
| Interest profiling | 2 | 1 | Mar 19, 2026 | |
| Chart-to-Text Generation | 2 | 1 | Feb 18, 2026 | |
| Video Editing Evaluation | 2 | 2 | Apr 20, 2026 | |
| Recsplanation | 2 | 1 | Mar 19, 2026 | |
| Cross-domain Sequential Recommendation (Task 2) | 2 | 1 | Mar 19, 2026 | |
| Cross-domain Recommendation (Task 1) | 2 | 1 | Mar 19, 2026 | |
| Sentiment Modification | 2 | 1 | Feb 18, 2026 | |
| VPD screening | 2 | 1 | Mar 19, 2026 | |
| Answer Generation and Ranking |
|---|
| 2 |
| 1 |
| Feb 20, 2026 |
| Spatial Mental Modeling | 2 | 2 | Feb 20, 2026 |
|---|
| 3D Feature Matching | 2 | 1 | Feb 18, 2026 |
|---|
| Argument Reasoning | 2 | 1 | Mar 19, 2026 |
|---|
| Scientific data visualization | 2 | 1 | Feb 18, 2026 |
|---|
| Medical Image Segmentation and Calibration | 2 | 1 | Feb 18, 2026 |
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| Behavior Recognition | 2 | 2 | Apr 10, 2026 |
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| Dose Volume Histogram (DVH) Prediction | 2 | 1 | Feb 20, 2026 |
|---|
| Nonlinear Blur | 2 | 3 | Apr 14, 2026 |
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| High Dynamic Range (HDR) Reconstruction | 2 | 2 | May 28, 2026 |
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| Subjective visibility optimization | 2 | 1 | Mar 19, 2026 |
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| Part-Composed 3D Object Generation | 2 | 1 | Feb 20, 2026 |
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| Next-step performance prediction | 2 | 1 | Feb 20, 2026 |
|---|
| Point-cloud Conditioned 3D Mesh Generation | 2 | 1 | Feb 20, 2026 |
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| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 |
|---|
| Cross-Lingual Knowledge Alignment | 2 | 1 | Feb 18, 2026 |
|---|