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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 |
|---|---|---|---|---|
| Gray-scale image denoising | 2 | 5 | Feb 22, 2026 | |
| Instance Shadow Detection | 2 | 1 | Feb 18, 2026 | |
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 | |
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Lip-reading Classification | 2 | 6 | Feb 18, 2026 | |
| Dense Anomaly Detection |
| 2 |
| 2 |
| Feb 18, 2026 |
| Video Instance Parsing | 2 | 2 | Feb 22, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|
| Coarse-grained attribute binding | 2 | 1 | Feb 18, 2026 |
|---|
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
|---|
| Fine-grained attribute binding | 2 | 1 | Feb 18, 2026 |
|---|
| Mask Probing | 2 | 2 | Feb 18, 2026 |
|---|
| Unified Anomaly Detection | 2 | 3 | Mar 25, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Neural Steganography | 2 | 1 | Feb 18, 2026 |
|---|
| Representation Space Quality Evaluation | 2 | 1 | Feb 18, 2026 |
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| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
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| Image Object Co-segmentation | 2 | 2 | Feb 18, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| Image-to-Image | 2 | 1 | Feb 22, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
|---|