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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 |
|---|---|---|---|---|
| Anatomy-conditioned Image Retrieval | 1 | 1 | Feb 27, 2026 | |
| Lumpy Skin Disease Classification | 1 | 1 | Feb 20, 2026 | |
| Tumor Subtyping | 1 | 1 | Feb 20, 2026 | |
| Movie Scene Segmentation | 1 | 1 | Feb 18, 2026 | |
| Bird's Eye View Object Detection (Cyclist) | 1 | 2 | Feb 22, 2026 | |
| Face Attribute Recognition | 1 | 2 | Feb 20, 2026 | |
| Radiological Diagnosis | 1 | 1 | Feb 20, 2026 | |
| Description-guided Temporal Localization | 1 | 1 | Feb 19, 2026 | |
| Text-to-pose generation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Point Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Question Answering (SQA) | 1 | 2 | Mar 4, 2026 |
|---|
| Image Person Re-identification | 1 | 1 | Feb 18, 2026 |
|---|
| fMRI-to-Video Retrieval | 1 | 1 | Feb 20, 2026 |
|---|
| Video-to-fMRI Retrieval | 1 | 1 | Feb 20, 2026 |
|---|
| Human-centric depth estimation | 1 | 2 | Feb 20, 2026 |
|---|
| Visual Situated Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Object 6DoF Tracking | 1 | 1 | Feb 20, 2026 |
|---|
| Object 6DoF Pose Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Scene Structure Perception | 1 | 1 | Feb 18, 2026 |
|---|
| Primitive Quality Analysis | 1 | 1 | Feb 20, 2026 |
|---|
| Instance Segmentation Tracking | 1 | 3 | Feb 18, 2026 |
|---|
| Joint Demosaicing and Denoising | 1 | 1 | Feb 20, 2026 |
|---|
| VQA Hallucination Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Closure Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-language grounding | 1 | 1 | Feb 20, 2026 |
|---|