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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 |
|---|---|---|---|---|
| Bacteria Detection | 1 | 1 | Feb 19, 2026 | |
| Multi-view Grounding | 1 | 1 | Feb 19, 2026 | |
| Scoliosis detection | 1 | 1 | Feb 18, 2026 | |
| Salient Region Detection | 1 | 1 | Feb 18, 2026 | |
| Image Denoising (Speckle Noise) | 1 | 1 | Feb 18, 2026 | |
| Same-Modality Scene Retrieval (Fs -> Fs) | 1 | 1 | Feb 27, 2026 | |
| Temporal Instance Matching (Image-to-Point) | 1 | 1 | Feb 27, 2026 | |
| Image Denoising (Poisson Noise) | 1 | 1 | Feb 18, 2026 | |
| Lung Nodule Detection |
| 1 |
| 1 |
| Feb 19, 2026 |
| Image Denoising (Spatially-correlated Noise) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Denoising (Salt & Pepper Noise) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-class Instance Segmentation | 1 | 2 | Jun 9, 2026 |
|---|
| Single Video Moment Retrieval | 1 | 1 | Feb 27, 2026 |
|---|
| Image Denoising (Mixture Noise) | 1 | 1 | Feb 18, 2026 |
|---|
| Thermal Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Zero-shot Medical Image Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Rare facial phenotype identification | 1 | 1 | Feb 19, 2026 |
|---|
| Video Corpus Moment Retrieval (VCMR) | 1 | 1 | Feb 27, 2026 |
|---|
| Content Bounding Box Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Source-Sound Association | 1 | 1 | Feb 19, 2026 |
|---|
| Audio-Visual Dense Narration | 1 | 1 | Feb 19, 2026 |
|---|
| Auto-focus | 1 | 1 | Feb 18, 2026 |
|---|
| Cell Adjacency Relation | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-Visual Segment Narration | 1 | 1 | Feb 19, 2026 |
|---|
| Audio-Visual Hallucination | 1 | 1 | Feb 19, 2026 |
|---|