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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 |
|---|---|---|---|---|
| Joint Low-light Enhancement and Deblurring | 1 | 4 | Jun 18, 2026 | |
| HOI Interpolation | 1 | 1 | Feb 18, 2026 | |
| Image Deraining & Dehazing | 1 | 2 | Apr 9, 2026 | |
| Low-light Image Deblurring | 1 | 1 | Feb 18, 2026 | |
| HOI to text generation | 1 | 1 | Feb 18, 2026 | |
| Brain invasion identification | 1 | 1 | Feb 18, 2026 | |
| Meningioma grade prediction | 1 | 1 | Feb 18, 2026 | |
| Surgical Gesture Recognition | 1 | 1 | Feb 18, 2026 | |
| Multi-class Tumour Segmentation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Camera intrinsics estimation | 1 | 2 | Apr 27, 2026 |
|---|
| Perceptual Fidelity Assessment | 1 | 1 | Mar 18, 2026 |
|---|
| Audio-Visual Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Sparse Depth Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-temporal Cloud Removal | 1 | 1 | Feb 18, 2026 |
|---|
| Comprehensive Multi-modal Evaluation | 1 | 13 | Jul 3, 2026 |
|---|
| Hierarchical Scene Categorization | 1 | 1 | Feb 18, 2026 |
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| Context-dependent Visual Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Model Merging Performance Aggregation | 1 | 1 | Feb 18, 2026 |
|---|
| Spatiotemporal Video Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Time-sensitive Querying | 1 | 1 | Feb 18, 2026 |
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| Spatial-Temporal Action Localization | 1 | 1 | Feb 18, 2026 |
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| Photo Aesthetics Ranking | 1 | 1 | Feb 18, 2026 |
|---|
| Icon Classification | 1 | 1 | Feb 18, 2026 |
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| Pose-to-Video | 1 | 1 | Feb 18, 2026 |
|---|
| Icon Question Answering | 1 | 2 | Jun 11, 2026 |
|---|