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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 |
|---|---|---|---|---|
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 | |
| Surgical action recognition | 4 | 3 | Mar 24, 2026 | |
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 | |
| Single-to-multi label classification | 4 | 1 | Feb 18, 2026 | |
| 3D Place Recognition | 4 | 3 | Jun 18, 2026 | |
| Face Retouching | 4 | 1 | Mar 4, 2026 | |
| Audio-Visual Video Parsing | 4 | 9 | May 13, 2026 | |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 | |
| Video Captioning / Summarization |
|---|
| 4 |
| 1 |
| Mar 4, 2026 |
| Low-field MRI enhancement | 4 | 2 | Mar 27, 2026 |
|---|
| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| Text-image alignment | 4 | 4 | May 8, 2026 |
|---|
| Attribute Editing | 4 | 3 | Apr 24, 2026 |
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| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
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| Shot Transition Detection | 4 | 2 | May 1, 2026 |
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| 3D Whole-body Reconstruction | 4 | 2 | Feb 20, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
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| Grounding Description | 4 | 2 | Jun 11, 2026 |
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| Trajectory Prediction (6 timesteps) | 4 | 1 | Feb 18, 2026 |
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| Perception Restoration | 4 | 1 | Feb 18, 2026 |
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| Multi-source sound localization | 4 | 2 | Feb 18, 2026 |
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| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
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| Fine-Grained Sketch-Based Image Retrieval | 4 | 2 | Feb 18, 2026 |
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| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
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