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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 |
|---|---|---|---|---|
| Multiclass Neurodegenerative Disease Classification | 1 | 1 | Feb 20, 2026 | |
| Multi-directional Object Detection | 1 | 1 | Feb 18, 2026 | |
| Adversarial Patch Attack | 1 | 1 | Feb 20, 2026 | |
| End-to-End Scene Text Detection and Recognition | 1 | 1 | Feb 18, 2026 | |
| Black Hair Classification | 1 | 1 | Feb 18, 2026 | |
| Zero-shot understanding of embodied scenes | 1 | 1 | Feb 20, 2026 | |
| Galaxy Morphology Classification | 1 | 1 | Feb 18, 2026 | |
| 2D / 3D Spatial Understanding | 1 |
| 1 |
| Feb 20, 2026 |
| Semantic to Face Generation | 1 | 1 | Feb 27, 2026 |
|---|
| Fabric Family Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Material Percentage Estimation | 1 | 1 | Feb 20, 2026 |
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| Semantic Label to Face Generation | 1 | 1 | Feb 27, 2026 |
|---|
| Thickness Estimation | 1 | 1 | Feb 20, 2026 |
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| Object Camouflage | 1 | 1 | Feb 18, 2026 |
|---|
| T2I model identification | 1 | 1 | Feb 20, 2026 |
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| Camouflage Perceptual Search | 1 | 1 | Feb 18, 2026 |
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| Osteosarcoma classification | 1 | 1 | Feb 20, 2026 |
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| Matte Pulling | 1 | 1 | Feb 18, 2026 |
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| Pose Preservation | 1 | 1 | Feb 20, 2026 |
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| Gaze Preservation | 1 | 1 | Feb 20, 2026 |
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| Image Parsing | 1 | 1 | Feb 20, 2026 |
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| Brain Parcellation | 1 | 1 | Feb 20, 2026 |
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| INR editing (erode) | 1 | 1 | Feb 18, 2026 |
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| Burn scar mapping | 1 | 1 | Feb 20, 2026 |
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| Text-image relation classification | 1 | 1 | Feb 18, 2026 |
|---|