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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 |
|---|---|---|---|---|
| Segmentation Repairing | 1 | 1 | Feb 18, 2026 | |
| Intima-Media Thickening assessment | 1 | 1 | Feb 18, 2026 | |
| Text-based B-Rep grounding | 1 | 1 | Mar 13, 2026 | |
| Thyroid nodule diagnosis | 1 | 1 | Feb 18, 2026 | |
| Video-Touch Question Answering | 1 | 1 | Feb 18, 2026 | |
| Video-Thermal Question Answering | 1 | 1 | Feb 18, 2026 | |
| Audio-Video Question Answering | 1 | 2 | Feb 18, 2026 | |
| Few-shot Character Recognition | 1 | 1 | Feb 18, 2026 | |
| Multimodal Compositional QA |
| 1 |
| 1 |
| Feb 18, 2026 |
| Cross-domain Few-shot Character Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Human-conditioned object generation | 1 | 1 | Feb 18, 2026 |
|---|
| Perspective Text Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Base-to-novel Image Classification | 1 | 3 | May 18, 2026 |
|---|
| Dense MVS Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Dynamic Point Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Object detection and instance segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Two-View Matching | 1 | 1 | Feb 18, 2026 |
|---|
| Map-view Segmentation (Drivable Area) | 1 | 1 | Feb 18, 2026 |
|---|
| Table Structure Recognition & Data Extraction | 1 | 3 | Feb 18, 2026 |
|---|
| Multimodal Image-to-Image Translation (Depth+Normal to RGB) | 1 | 1 | Feb 18, 2026 |
|---|
| Map-view Segmentation (Lane) | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Image-to-Image Translation (RGB+Shade to Normal) | 1 | 1 | Feb 18, 2026 |
|---|
| Map-view Segmentation (Vehicle) | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Image-to-Image Translation (RGB+Normal to Shade) | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Image-to-Image Translation (RGB+Edge to Depth) | 1 | 1 | Feb 18, 2026 |
|---|