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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 |
|---|---|---|---|---|
| eight-label knee injury prediction | 2 | 1 | Feb 25, 2026 | |
| Image Composition Assessment | 2 | 1 | Feb 18, 2026 | |
| Future Instance Prediction | 2 | 1 | Feb 18, 2026 | |
| Bounding-box alignment | 2 | 1 | Feb 25, 2026 | |
| Face editing | 2 | 2 | Feb 18, 2026 | |
| Audio-Visual Speaker Separation | 2 | 1 | Feb 18, 2026 | |
| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 | |
| Human evaluation of garment reconstruction | 2 | 1 | Feb 25, 2026 | |
| Mobile Periocular Identification |
| 2 |
| 1 |
| Feb 27, 2026 |
| 3D Feature Matching | 2 | 1 | Feb 18, 2026 |
|---|
| Mobile Periocular Verification | 2 | 1 | Feb 27, 2026 |
|---|
| 3D Domain Adaptation | 2 | 4 | Feb 27, 2026 |
|---|
| Hand-Object Interaction Generation | 2 | 2 | Feb 18, 2026 |
|---|
| Example-based Segmentation | 2 | 2 | Jun 29, 2026 |
|---|
| Region-level referring expression generation | 2 | 1 | Feb 18, 2026 |
|---|
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 |
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| VQA Hallucination | 2 | 2 | Apr 6, 2026 |
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| Poisson Image Denoising | 2 | 2 | Feb 20, 2026 |
|---|
| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 |
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| Object sketch-based scene retrieval | 2 | 1 | Feb 18, 2026 |
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| Taxonomic Open Set Classification | 2 | 2 | May 29, 2026 |
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| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 |
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| 8x Super-resolution | 2 | 2 | Feb 18, 2026 |
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| Hand-object segmentation | 2 | 1 | Feb 25, 2026 |
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| 3D Hair Reconstruction | 2 | 1 | Feb 18, 2026 |
|---|