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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 |
|---|---|---|---|---|
| Intra-class Fine-grained Recognition | 1 | 1 | Feb 18, 2026 | |
| Semantic Image Editing (Smiling) | 1 | 1 | Feb 21, 2026 | |
| Semantic Image Editing (Puppy-like) | 1 | 1 | Feb 21, 2026 | |
| Low-shot Classification | 1 | 1 | Feb 18, 2026 | |
| Cancer Cell Classification | 1 | 1 | Feb 18, 2026 | |
| Semantic Editing | 1 | 1 | Feb 21, 2026 | |
| MoE VLM Serving | 1 | 1 | Jun 23, 2026 | |
| Image Perturbation Quality Assessment | 1 | 1 | Feb 21, 2026 | |
| 1 |
| 1 |
| Jun 23, 2026 |
| Car Orientation Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Generalized Low-shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Fine-grained accuracy control attack | 1 | 1 | Feb 21, 2026 |
|---|
| 3D Teeth Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Generalized Few-Shot Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Cell morphology classification | 1 | 1 | Feb 21, 2026 |
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| Sound Speed Field Reconstruction | 1 | 1 | Feb 21, 2026 |
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| Sketch-to-Video Animation | 1 | 1 | Feb 18, 2026 |
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| Multi-Motif Detection | 1 | 1 | Feb 27, 2026 |
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| Ordered Pixel-by-Pixel Classification | 1 | 1 | Feb 18, 2026 |
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| Lane Marking Detection | 1 | 1 | Feb 18, 2026 |
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| 5-Shot 5-Way Classification | 1 | 3 | Feb 18, 2026 |
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| Multi-Motif Counting | 1 | 1 | Feb 27, 2026 |
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| Monocular 3D Tracking | 1 | 1 | Feb 18, 2026 |
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| Fire Damage Classification | 1 | 1 | Feb 21, 2026 |
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