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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 |
|---|---|---|---|---|
| Chart Data Parsing | 1 | 1 | Feb 19, 2026 | |
| Animal Object Detection | 1 | 1 | Feb 18, 2026 | |
| 2D Neural Image Alignment (Rigid) | 1 | 1 | Feb 18, 2026 | |
| Geographic Information Extraction | 1 | 1 | Feb 19, 2026 | |
| 2D Neural Image Alignment (Homography) | 1 | 1 | Feb 18, 2026 | |
| Document Structure Analysis | 1 | 1 | Feb 19, 2026 | |
| Animal Part Detection | 1 | 1 | Feb 18, 2026 | |
| Multiple Choice STEM Question Answering | 1 | 2 | Apr 7, 2026 | |
| Open Visual Question Answering |
| 1 |
| 1 |
| Feb 19, 2026 |
| Video-to-Text temporal grounding | 1 | 1 | Feb 27, 2026 |
|---|
| Audio-to-Text temporal grounding | 1 | 1 | Feb 27, 2026 |
|---|
| 2D Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Video-to-Audio temporal grounding | 1 | 2 | Jul 7, 2026 |
|---|
| Audio-to-Video temporal grounding | 1 | 2 | Jul 7, 2026 |
|---|
| Incidentaloma classification | 1 | 1 | Feb 19, 2026 |
|---|
| Text-Centric Vision-Language Understanding | 1 | 2 | Feb 27, 2026 |
|---|
| 3D Object Detection (Cars) | 1 | 5 | Feb 22, 2026 |
|---|
| Image Cartoonization | 1 | 1 | Feb 18, 2026 |
|---|
| Request Parsing and Crop Area Identification | 1 | 1 | Feb 19, 2026 |
|---|
| Image-to-Video Vehicle Re-identification | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Detection (Cyclists) | 1 | 8 | Feb 27, 2026 |
|---|
| Mouse behavior representation learning | 1 | 1 | Feb 27, 2026 |
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| Box Blur | 1 | 1 | Feb 19, 2026 |
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| Sequence-level Mouse Behavior Analysis | 1 | 1 | Feb 27, 2026 |
|---|
| Frame-level Mouse Behavior Analysis | 1 | 1 | Feb 27, 2026 |
|---|