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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 |
|---|---|---|---|---|
| Camera Model Identification | 4 | 2 | Apr 13, 2026 | |
| Open-ended VQA | 4 | 6 | Jun 1, 2026 | |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 | |
| Concept Annotation | 4 | 2 | May 15, 2026 | |
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 | |
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 | |
| Eye Tracking | 4 | 3 | May 22, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Face Retouching |
| 4 |
| 1 |
| Mar 4, 2026 |
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| Single Image Desnowing | 4 | 1 | Feb 18, 2026 |
|---|
| Black Hole Imaging | 4 | 3 | Jun 5, 2026 |
|---|
| Inpaint (box) | 4 | 6 | Jun 30, 2026 |
|---|
| Lip to Speech | 4 | 1 | Feb 18, 2026 |
|---|
| Ischemic stroke lesion segmentation | 4 | 4 | May 22, 2026 |
|---|
| Mirror Detection | 4 | 3 | Feb 25, 2026 |
|---|
| Audio-visual source localization | 4 | 2 | Feb 27, 2026 |
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| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
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| 3D Part Segmentation | 4 | 5 | Mar 18, 2026 |
|---|
| 6D Object Pose Refinement | 4 | 2 | Feb 18, 2026 |
|---|
| RGB-Infrared Cross-Modality Person Re-Identification | 4 | 3 | Jun 2, 2026 |
|---|
| Object size area estimation | 4 | 1 | Mar 4, 2026 |
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| Single-to-multi label classification | 4 | 1 | Feb 18, 2026 |
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| Hair color classification | 4 | 3 | Apr 28, 2026 |
|---|