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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 |
|---|---|---|---|---|
| Joint Multi-Task Learning | 1 | 1 | Feb 18, 2026 | |
| Infographic Understanding | 1 | 1 | Feb 18, 2026 | |
| Professional Math Reasoning | 1 | 1 | Feb 18, 2026 | |
| Image Detail Description | 1 | 1 | Feb 18, 2026 | |
| Suffix | 1 | 1 | Feb 18, 2026 | |
| Internet Content Understanding | 1 | 1 | Feb 18, 2026 | |
| Comprehensive Multi-image | 1 | 1 | Feb 18, 2026 | |
| Attribution Map Faithfulness | 1 | 1 | Feb 18, 2026 | |
| Multi-image in the Wild |
| 1 |
| 1 |
| Feb 18, 2026 |
| Unusual Visual Scenarios | 1 | 1 | Feb 18, 2026 |
|---|
| Geometric Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| OCR Webpage Document | 1 | 1 | Feb 18, 2026 |
|---|
| Micrograph Curation | 1 | 1 | Feb 18, 2026 |
|---|
| Object Switch | 1 | 1 | Feb 18, 2026 |
|---|
| Style/Scene Transferring | 1 | 1 | Feb 18, 2026 |
|---|
| Non-rigid Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Scene Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Surgical Component Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Multi-label Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Surgical Triplet Association | 1 | 1 | Feb 18, 2026 |
|---|
| Personalized Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Image Deraining & Dehazing | 1 | 2 | Apr 9, 2026 |
|---|
| Egocentric Video Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Atlas Building | 1 | 1 | Feb 18, 2026 |
|---|
| CAD diagnosis | 1 | 1 | Feb 18, 2026 |
|---|